Day Trading Strategies in Forex and Stock Markets With

UK Guide to US Options Trading

This is guide to US options trading from the UK, because I've seen countless requests of people browsing in /ukinvesting, /options, /wallstreetbets etc. about this.
First thing's first - no part of this post is to be taken as financial advice. It is a guide on how to start options trading from the UK. Options/CFD trading is a high-risk activity and most retail traders lose money.

1. CFDs vs. Options

So getting started, options and contracts for difference (CFDs) are both financial derivatives - they derive their values from an underlying security e.g. stock, indices, currency, commodities. Long story short, CFDs do not have an expiration and options do; and at the option expiration date, options give the opportunity to buy/sell the underlying (e.g. stock) at the agreed strike price. CFDs are highly directional (delta) trades where positions require ongoing financing fees by a broker, whereas options strategies allow the trader to trade time decay (theta) as well as market volatility (vega). Options provide greater flexibility in trading strategies (time/volatility trading as well as direction); however, due to this, the more complex strategies can be difficult to understand.
Spread betting allows a literal directional bet of an underlying by a certain date. It is most similar naked options - i.e. if your position moves against you enough, your broker may forcibly close your position unfavourably and/or margin call you for extra cash ("you can lose more than your initial deposit"). With options/CFDs, you can define risk by specifying a profitability range (spreads) instead to avoid this scenario. Due to spread betting being so close to gambling, it is treated as such in the UK in terms of taxation - gains are tax free. I will also add here that CFDs/options can also be used in this manner (gambling, with subsequent margin calls etc.), and that CFD brokers tend to understate the risks of these strategies, whilst almost all options brokers require elevated permissions to seek out this level of risk - this is because blowing through margin presents a risk to the broker and they would rather have commissions without the risks of the brokerage going bust. The lowest level of permissions still allows you to buy extremely highly leveraged OTM options without margin, as your max loss is limited to the amount you paid for those options.

2. Brokers

Given that options effectively open up two additional aspects of trading (time/volatility) and require additional regulatory oversight compared to CFDs/spreadbetting, there is basically no options market in the UK - the only brokers at this time are IG/Saxo, and they only do vanilla options on Forex/Indices/Commodities. Everyone else only does CFDs and/or stock (T212, Freetrade, IG, Plus500 etc.). To engage in true stock options trading, the only choice is to open an international/US brokerage account.
The two that are accessible to UK investors are Interactive Brokers (IB) and TastyWorks. Both are reputable brokers and have strong insurances for cash & securities held with them.

3. Opening an account

I will walk through some of the aspects of funding and operating a TastyWorks account from the UK, as this is my recommendation if you're here looking for a cheap way to get started.
Opening a free account on TastyWorks is easy as they are used to foreign traders (form filling within 20-60 mins - you will need a photo of proof of ID and address). It typically takes 1 day for cash accounts and 2-3 days for margin accounts to be ready for funding. My referral link if you feel this guide deserves the effort is: https://start.tastyworks.com/#/login?referralCode=GD9EGGNZYZ. (mods, happy to remove this is this guide is deemed low effort)
The account types are:

4. Funding the Account

Since trading US options is done in USD, the account must be funded in USD. As international traders, deposits must be "By Wire", assuming you do not have a US bank account - full instructions for the "By Wire" method will show up when you are approved to fund your account. With TastyWorks, UK traders have 3 options at time of writing, going from highest to lowest fee:
1) Starling Bank: ~1% commission (+flat fee TBC?)
2) CurrencyFair: typical ~0.75% commission +$20 flat fee
3) TransferWise/Revolut + UK USD Account: ~0.5% commission +$20 flat fee
TastyWorks does not accept third party transfers (accounts not in your name), so services such as Revolut and TransferWise (inc. borderless) do not work directly
4.1 Starling Bank
With Starling Bank, you can do an international wire from a GBP account directly. Easy online bank setup and probably fastest way to get started, especially if you already bank with them. Note: Starling Bank is rejecting transfers to TastyWorks 'as it sits out of our international payment provider's risk appetite' (as of 11th May) - waiting for updates
Note that other routes include a $20 flat fee charged by intermediate banks before the transfer reaches TastyWorks. Haven't got confirmation that this route is charged or if Starling includes it within their higher fee.
4.2 CurrencyFair
TastyWorks have approved transfers via CurrencyFair with a guide at: https://support.tastyworks.com/support/solutions/articles/43000435321-can-i-use-currencyfair-to-fund-my-account-
Easy to get started, but a couple hoops to jump through to confirm your transaction to TastyWorks via email.
Note that the $20 flat fee is for an intermediary bank to take their cut between CF and TastyWorks, but that is not mentioned on the CurrencyFair website.
4.3 USD account + TransferWise/Revolut
The cheapest option is to set up a USD currency account and transfer through that.
The account of choice is the Barclays USD Foreign Currency account - you need a current account with them to be able to open the USD account. HSBC also have an offering, but not had this route confirmed.
Once the USD account is open, you can transfer into it using Revolut/TransferWise (cheap) and then international (wire) transfer from Barclays account to TastyWorks (free!). Note that the Barclays USD account is still a UK bank account, so you'll need to use a SWIFT transfer from Revolut/TransferWise to turn your GBP into USD.
Note that the $20 flat fee is for an intermediary bank to take their cut between Barclays and TastyWorks, but that is not mentioned on the Barclays website.
4.4 Withdrawals
To withdraw funds, do the opposite for a deposit, noting that $45 will be charged by TastyWorks per withdrawal.

5. Getting Started

I highly, highly recommend TastyWork's education centre and their TastyTrade videos, especially if you are new to this.
Otherwise, once funded, it's as simple as downloading the app on mobile, using the browser trading screen, or downloading their full desktop platform.
That's it for the guide - happy trading, and if there are any questions, feel free to get in touch and I'll edit the answers in here. I want this to be a resource because I've helped many people get started, and it would be good to have it all in one place!
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Tradeology Forex Duality Review – Is Forex Duality System Worth Your Money?

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Forex Duality Cons
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Shorting Bitcoin led to my investment loss of about 1.5 million Euro within months. Entire family inheritance reserved for a special project to benefit humanity is ruined.

I signed up in March 2017 with IG Markets to open several CFD and stock trading accounts through a London based introducing broker. Not realizing that I have just made the biggest mistake of my life, I started trading with Forex and shares. Mr. Justin from the introducing broker guided me on how to trade with IG web-based platform. He requested to constantly monitor my trading accounts. Whenever I need help, he was always available to give assistance. I developed trust that he cared about my success. I was doing average with my trading and not taking risks.
Through active trading on a CFD account and gradual injection of inherited funds from my family bank brokerage accounts, my portfolio grew to about 400k within few months. I was confident that my trading strategy of holding on to positions to earn interests or dividends whenever market turn against me will be better than cutting out positions with losses. I wanted to invest short term or long term to take profits only or leave positions till losses turn to profits. I did not want to just speculate but I carefully traded with instruments that earned me interest or dividends. At this point, Mr Justin from the introducing broker took more interest in my trading and offered to visit me in Vienna. His reason was to help install L2 Dealer, a downloadable DMA platform for advanced traders. I found it very strange and felt uncomfortable that he will be flying from London to Vienna just for that. Not wanting to be impolite, I met him at Vienna airport and took him to the apartment where I worked day trading. He told me he is married with an Austrian and they have a grown-up boy. This removed my initial doubts and I developed trust and likeness after few hours together. After several unsuccessful attempts to download and install the L2 dealer on my computer, he called a technician at IG for assistance. The person instructed him to install a program on my computer that will enable him to control the L2 dealer installation from UK. After the installation was complete, Mr. Justin showed me how it works but I found it complicated unlike the web-based platform. I drove him to the airport and we kept good contact. Few days later, he sent me an email to trade with Bitcoin. I have heard of Bitcoin from friends and I was not interested since I knew very little about it. After few days of not reacting to his suggestion to trade with Bitcoin, he called me and convinced me that I should look at it with claim that the price action is fantastic. Out of politeness and trusting that he wanted my good, I checked IG Bitcoin product details, trading conditions and margin requirements which was at 12.5% in May 2017 for retail clients. I took a position which I closed same day with good profit. I was impressed and started reading everything I could find online about Bitcoin. It was few weeks before Bitcoin Cash fork.
Two major factors that led to my losses:
  1. BITCOIN FORK CONDITIONS: Statement concerning fork conditions for holders of Bitcoin was not on IG website prior to the fork. I never came across it on any of several crypto websites (Cointelegraph, Coindesk etc.) I was reading for information. Without this vital information and believing the fork shall translate to reduction of value for Bitcoin, I held several short Bitcoin positions through the fork which led to being credited with negative Bitcoin Cash positions by IG Markets. Worldwide Bitcoin communities, fans, longtime followers and enthusiasts were aware that holders of Bitcoin will be credited with free positive Bitcoin Cash after the fork. These much experienced insiders accumulated and built up positive Bitcoin positions to earn equivalent free Bitcoin Cash. Resulting short squeeze in combination with much hype and other forks drove Bitcoin price to about 20,000 USD. My trading strategy of never wanting to cut out positions at losses was playing out to be wrong. At the same time, I was convinced that the price was either being manipulated or being artificially driven up by large players that were somehow able to communicate with each other behind the scenes. I believed the price must reverse hard at a certain point. With this believe in mind, I kept pumping in more funds to secure my positions. It was at this point that a second factor I had not known or reckoned with was applied against me.
  2. TIERED MARGIN: During the run up of Bitcoin, IG had been gradually increasing Bitcoin margin requirement till it eventually reached 100%. Margin requirement was also increased on Forex and stock positions I was holding. Up to that point, I was not aware of tiered margin and the accompanying rights IG had reserved for themselves through the signup terms. As margin increase was gradually being applied on my opened positions, I was covering with hundreds of thousands of Euro in constant stress to save my positions. I sold stocks on family brokerage accounts and pumped the money to IG. My trading account exploded to over one million Euro. Slowly realizing by December 2017 that something was not right, I finally found out about the tiered margins and the negative effects it was having on my CFD trading account. Mr. Justin and IG explained the rule (which I found very unfair) that IG reserve rights to increase margin on opened positions till 100% while charging and keeping up expensive CFD financing costs. I ended up financing the instruments 100% while being charged full financing costs for positions I opened at 12.5% margin. In my own opinion and conclusion which I communicated, IG was employing these and several other methods to trade against me, to force me into giving up my positions at losses when Bitcoin reversal was imminent or obvious. Accepting my fate, I finally stopped pumping money to IG, closed the positions and ended up with about 1.5 million Euro in losses.
I am broken, devastated and sad. Who are the players behind last year Bitcoin run up? Is it possible that exchanges, brokerages and big players were combining to manipulate last year events that caused Bitcoin run up? Can government regulators be of assistance in case of foul play?
I need helpful advice and comments.
D. John
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financial advisory full definition

The financial advisory full definition

A Monetary Advisor's Many Roles

A monetary advisor is your planning associate. To illustrate you need to retire in 20 years or ship your youngster to a non-public college in 10 years. To perform your objectives, it's possible you'll want a skilled professional to assist make these plans an actuality, and that’s the place a monetary advisor is available in.
Collectively, you and your advisor will cowl many subjects, together with the amount of cash you need to save, the sorts of accounts you want, the sorts of insurance coverage you need to have (together with long-term care, time period life, and incapacity) and property and tax planning.
The monetary advisor can be an educator. A part of the advisor's job is that will help you perceive what's concerned in assembly your future objectives. The schooling course of could embrace detailed assist with monetary subjects. At first of your relationship, these subjects could possibly be budgeting and saving. As you advance in your data, the advisor will help you in understanding advanced funding, insurance coverage, and tax issues.
The 1st step within the monetary advisory course is knowing your financial health. You'll be able to correctly plan for the long run without understanding the place you stand immediately. Sometimes, you can be requested to finish an in-depth written questionnaire. Your solutions assist the advisor to perceive your state of affairs and make sure you do not overlook any essential data.
download free forex indicators.

The Monetary Questionnaire

The advisor works with you to get an entire image of your property, liabilities, revenue, and bills. On the questionnaire, additionally, you will point out future pensions and revenue sources, venture retirement wants and describes any long-term monetary obligations. In brief, you’ll checklist all present and anticipated investments, pensions, items and sources of revenue.
The investing element of the questionnaire touches upon extra subjective subjects, reminiscent of your risk tolerance and risk capacity. An understanding of threat assists the advisor when it’s time to find out your funding asset allocation. You may let the advisor know your funding preferences as nicely.
The preliminary evaluation additionally contains an examination of different monetary administration subjects reminiscent of insurance coverage points and your tax state of affairs. The advisor wants to pay attention to your present estate plan (or lack thereof) in addition to different professionals in your planning group, reminiscent of accountants and legal professionals. When you and the advisor perceive your current monetary place and future projections, you’re able to work collectively on a plan to fulfil your life and monetary objectives.

Creating The Monetary Plan

The monetary advisor synthesizes all of this preliminary data right into a comprehensive financial plan that may function a roadmap to your monetary future. It begins with an abstract of the important thing findings out of your preliminary questionnaire and summarizes your present monetary state of affairs, together with internet price, property, liabilities, and liquid or working capital. The monetary plan additionally recaps the objectives you and the advisor mentioned.
The evaluation part of this prolonged doc drills down into a number of subjects, together with your threat tolerance, estate-planning particulars, household state of affairs, long-term care risk, and different pertinent current and future monetary points.
Primarily based upon your anticipated internet price and future revenue at retirement, the plan will create simulations of doubtless best- and worst-case retirement eventualities, together with the scary risk of outliving your cash, so steps may be taken to forestall that end result. It's going to have a look at cheap withdrawal charges in retirement out of your portfolio property. Moreover, if you're married or in a long-term partnership, the plan will contemplate survivorship points and monetary eventualities for the surviving associate.
After you assessment the plan with the advisor and modify it as mandatory, you’re prepared for motion.

Advisors Plan Motion Steps

A monetary advisor is not only somebody who helps with investments. Their job is that will help you with each facet of your monetary life. In truth, you may work with a monetary advisor without having them handle your portfolio or advocate investments in any respect.
For many individuals, nevertheless, funding recommendation is a significant purpose to work with a monetary advisor. If you happen to select this route, right here’s what to anticipate.
The advisor will arrange an asset allocation that matches each your threat tolerance and threat capability. The asset allocation is solely a rubric to find out what proportion of your complete monetary portfolio might be distributed throughout varied asset lessons. An extra risk-averse particular person can have a better focus of presidency bonds, certificates of deposit and cash market holdings, whereas a person who's extra snug with the threat will tackle extra shares and company bonds and maybe funding actual property. Your asset allocation might be adjusted to your age and for a way lengthy you could have earlier than retirement. Every monetary advisory agency will act in accordance with the regulation and with its firm funding coverage when shopping for and promoting the monetary property.

Monetary Advisors and Investments

It’s essential for you, as the buyer, to grasp what your planner recommends and why. You shouldn't blindly comply with an advisor’s suggestions; it’s your cash, and you need to perceive the way it’s being deployed. Preserve an in-depth eye on the charges you're paying, each to your advisor and for any funds purchased for you.
Ask your advisor why they advocate particular investments and whether or not they're receiving a fee for promoting you these investments. Be alert for potential conflicts of interest.
A commonality amongst corporations is that monetary merchandise is chosen to suit the shopper’s threat profile. Take, for instance, a 50-year-old man who’s already amassed sufficient internet price for retirement and is predominantly fascinated with capital preservation. He could have a really conservative asset allocation of 45% in inventory property (which can embrace particular person shares, mutual funds and/or ETFs) and 55% in fixed-income assets reminiscent of bonds. Alternatively, a 40-year-old girl with a smaller internet price and a willingness to tackle extra threat to construct up her monetary portfolio could go for an asset allocation of 70% inventory property, 25% fixed-income property and 5% alternative investments.
Whereas bearing in mind the agency’s funding philosophy, your private portfolio will suit yours wants primarily based on how quickly you want the cash, your investment horizon, and your current and future objectives.

Common Monetary Monitoring

As soon as your funding plan is in place, you’ll obtain common statements out of your advisor updating you in your portfolio. The advisor can even arrange common conferences to assessment your objectives and progress and to reply to any questions you could have. Assembly remotely by way of cellphone or video chat will help make these contacts occur extra typically.
Along with common, ongoing conferences, it’s essential to seek the advice of together with your monetary advisor once you anticipate a significant change in your life that might impact your financial picture, reminiscent of getting married or divorced, including a toddler to your loved ones, shopping for or promoting a house, altering jobs or getting promoted.

Indicators You Might Want an Advisor

Anybody can work with a monetary advisor at any age and any stage of life. You don’t should have an excessive internet price; you simply have to seek out an advisor suited to your situation.
The choice to enlist skilled assist together with your cash is an extremely private one, however, any time you’re feeling overwhelmed, confused, wired or scared by your monetary state of affairs could also be a very good time to search for a monetary advisor.
It’s additionally advantageous to strategy one once you’re coming from a place of energy however need somebody to make sure that you’re heading in the right direction and recommend potential enhancements to your plan which may make it easier to obtain your objectives extra successfully.
Lastly, should you don’t have the time or curiosity to handle your funds, that’s one other good purpose to rent a monetary advisor.
These are some basic causes you would possibly want an advisor’s skilled assist. Listed below are some extra particular ones.

None of Your Financial savings Is Invested or You Don’t Know How you can Make investments

As a result of we dwell in a world of inflation, any cash you retain in money or in a low-interest account declines in worth annually. Investing is the one technique to make your cash develop, and until you could have exceptionally excessive revenue, investing is the one approach most individuals will ever come up with the money to retire.

You Have Investments, however, You’re Constantly Dropping Cash

Even the perfect buyers lose cash when the market is down or once they decide that doesn’t prove as they’d hoped, however general, investing ought to improve your internet price significantly. If it’s not doing that, hiring a monetary advisor will help you discover out what you’re doing incorrect and proper your course earlier than it’s too late.

You Don’t Have a Present Property Plan

A monetary advisor may make it easier to put collectively a property plan to ensure your property are dealt with in response to your needs after you die. And should you aren’t correctly insured (or aren’t positive what insurance coverage you want), a monetary advisor will help with that, too. Certainly, a fee-only monetary advisor could possibly supply a much less biased opinion than an insurance coverage agent can.

Serving to You Attain Your Objectives

Monetary advisors can help you with investing and reaching your long-term objectives in so some ways. Listed below are 5:
  1. Experience. Monetary advisors know extra about investing and managing cash than most individuals. They'll information you to higher selections than you would possibly make by yourself.
  2. Accountability. Monetary advisors assist hold you on the monitor by speaking you out of constructing emotional choices about your cash, like shopping for an inventory that’s been skyrocketing or promoting all of your inventory funds when the market plummets.
  3. Recommendation. It’s within the title: Monetary advisors could make strategies about the perfect methods to implement to enhance your funds, from what to investments to make to what insurance coverage to purchase.
  4. Evolution. As your life circumstances change, a monetary advisor will help you modify your monetary plan in order that it at all times suits your present state of affairs.
  5. Motion. Many individuals don’t take the steps they need to handle their funds as a result of they’re too busy or too unsure about what to do. Working with a monetary advisor means another person can deal with what you don’t have time for and ensure your cash is being deployed in one of the simplest ways.

The Prices of a Monetary Advisor

A rule proposed by the Division of Labor (DOL) would have required all monetary professionals who work with retirement plans or give retirement plan recommendation to supply recommendation that's within the shopper’s greatest curiosity (the fiduciary standard), versus merely appropriate for the shopper (the suitability standard). The rule was handed, its implementation was delayed after which a courtroom killed it.
However within the roughly three-year interval between President Obama's proposal of the rule and its eventual demise, the media shed extra mild than it had beforehand on the other ways monetary advisors work, how they cost for his or her companies and the way the suitability commonplace may be much less useful to shoppers than the fiduciary commonplace. Some monetary advisors determined to voluntarily transfer to a fiduciary commonplace or extra closely promote that they already operated underneath that commonplace. Others, reminiscent of licensed monetary planners™, already adhered to this commonplace. However, even underneath the DOL rule, the fiduciary standard wouldn't have utilized to the non-retirement recommendation – an ordinary certain to trigger confusion.
Below the suitability commonplace, monetary advisors work on a fee for the merchandise they promote to shoppers. This implies the shopper could by no means obtain an invoice from the monetary advisor. Then again, they might find yourself with monetary merchandise that charger greater charges than others available on the market – however, pay the advisor an excessive fee for placing shoppers into them.
Below the fiduciary commonplace, advisors cost shoppers by the hour or as a proportion of the property underneath administration. A typical proportion charge is 1%, whereas a typical hourly fee for monetary recommendation ranges from $120 to $300. Charges range by location and the advisor’s expertise. Some advisors could supply decrease charges to assist shoppers who're simply getting began with monetary planning and mightn't afford a lot. A preliminary session is commonly free and supplies an opportunity for each the shopper and the advisor to see in the event that they’re a very good match for one another.
Financial advisors can also earn a mixture of charges and commissions. A fee-based monetary advisor is not the same as a fee-only financial advisor. A fee-based advisor could earn a charge for growing a monetary plan for you, however nonetheless earn a fee for promoting you a sure insurance coverage product or funding. A fee-only monetary advisor earns no commissions.
The Securities and Alternate Fee proposed its personal fiduciary rule referred to as Regulation Best Interest in April 2018. In some methods, it will be much less strict than the DOL’s fiduciary rule would have been, doubtlessly addressing the considerations of a number of the DOL rule’s critics. In one other approach, it will be broader: It might not be restricted to retirement investments.

Contemplating a Robo-Advisor

A digital monetary advisor, or robot-advisor, is an organization that makes use of pc algorithms to handle your cash primarily based in your solutions to questions on your objectives and threat tolerance. Robo-advisors don’t require you to have a lot of cash to get began they usually price lower than human monetary advisors. Examples embrace Betterment and Wealthfront. These companies can save you time and take the emotion out of investing.
However, a robust-advisor can’t communicate with you about one of the simplest ways to get out of debt or fund your youngster’s schooling. It can also speak you out of promoting your investments out of concern when you have to be holding on to them for the long term. Nor can it make it easier to construct and handle a portfolio of particular person shares. Robo-advisors usually make investments shoppers’ cash in a portfolio of ETFs and mutual funds that present inventory and bond publicity and monitor a market index. And if in case you have a posh property or tax problem, you want the extremely personalised recommendation that solely a human can supply (for now, anyway).
Some corporations, nevertheless, mix digitally managed portfolio funding with the choice for human interplay – at an extra price. One such service is Personal Capital. Some individuals name these companies digital advisors as a result of interactions occur by cellphone or video chat as an alternative of an individual; others use the phrases “robot-advisor” and “digital advisor” synonymously.

What's a Monetary Advisor

A monetary advisor supplies monetary recommendation or steerage to clients for compensation. Monetary advisors, or advisers, can present many various companies, reminiscent of funding administration, revenue tax preparation and estate planning. They have to carry the Series 65 license to conduct enterprise with the general public; all kinds of licenses can be found for the companies offered by a monetary advisor.

BREAKING DOWN Monetary Advisor

"Monetary advisor" is a generic time period with no exact business definition, and plenty of various kinds of monetary professionals fall into this basic class. Stockbrokers, insurance coverage brokers, tax preparers, investment managers and monetary planners are all members of this group. Property planners and bankers can also fall underneath this umbrella.

Completely different Examples of Monetary Advisors

What could cross as a monetary advisor in some situations could also be a product salesperson, reminiscent of a stockbroker or a life insurance coverage agent. A real monetary advisor needs to be a well-educated, credentialed, skilled, monetary skilled who works on behalf of his shoppers versus serving the pursuits of a monetary establishment. Typically, a monetary advisor is an unbiased practitioner who operates in a fiduciary capability through which a shopper’s pursuits come earlier than his personal. Solely Registered Investment Advisors (RIA), who're ruled by the Investment Advisers Act of 1940, are held to a real fiduciary commonplace. There are some brokers and brokers who attempt to follow on this capability, nevertheless, their compensation construction is such that they're certain by the contracts of the businesses the place they work.

The Fiduciary Distinction

For the reason, that enactment of the Funding Adviser Act of 1940, two sorts of relationships has existed between monetary intermediaries and their shoppers. These are the “arms size” relationship that characterizes the transactions between registered representatives and shoppers within the broker-dealer area, and the fiduciary relationship that requires advisors registered with the Securities and Exchange Commission (SEC) as Registered Funding Advisors to train duties of loyalty, care and full disclosure of their interactions with shoppers. Whereas the previous is predicated on the precept of “caveat emptor” guided by self-governed guidelines of “suitability” and “reasonableness” in recommending a funding product or technique, the latter is grounded in federal legal guidelines that impose the best moral requirements. At its core, the fiduciary relationship depends on the need {that a} monetary advisor should act on behalf of a shopper in an approach the shopper would act for himself if he had the requisite data and abilities to take action.

What's a Monetary Adviser

A monetary adviser (or advisor) is knowledgeable who supplies monetary steerage to shoppers primarily based on their wants and objectives. Sometimes, they supply shoppers with monetary merchandise, companies, planning or recommendation associated with investing, retirement, insurance coverage, mortgages, school financial savings, property planning, taxes and extra. Another name for monetary adviser embraces "funding advisor" and "registered representative." Monetary advisers can be insurance coverage brokers, accountants or attorneys.

Breaking Down Monetary Adviser

A big problem to think about when evaluating a monetary adviser or deciding on what sort of adviser to me is how they're paid. Some monetary advisors are paid a flat charge for his or her recommendation and are thought-about fiduciaries, whereas others earn commissions from the merchandise they promote to their shoppers. Some advisors, reminiscent of within the case of a hybrid adviser or dually registered advisor, cost charges in addition to earning commissions relying on the product they're promoting or the service they're offering. Charge-only preparations are broadly thought-about to be higher for the shopper.
Monetary advisers are required to fulfil a fiduciary commonplace. In keeping with the Securities and Alternate Fee, advisers should:

How Monetary Advisors Are Compensated

The commonest approach advisers are paid is predicated on a proportion of complete property underneath advisory, normally about 1-2% (or decrease the bigger that sum will get). Some advisors are paid by way of commissions from insurance coverage or monetary merchandise they promote, although this could result in a battle of curiosity due to the motivation to advocate the perfect product commission-wise and never essentially the only option for the shopper. Such an individual is appearing as a salesman and should merely meet a suitability commonplace slightly than an extra-stringent fiduciary commonplace. Hybrid advisors, a fast-growing phase of the advisory enterprise due to its flexibility, are paid by way of fee for promoting some merchandise and likewise charges for companies and recommendation as a fiduciary. This association is also known as "fee-based" (versus "fee-only," which refers to a 100% fiduciary). Some advisers are paid by way of an hourly charge, or a flat charge for particular companies or tasks, or by way of every day (typically quarterly) retainer charge.

How you can Discover a Monetary Adviser

Except for asking family and friends for referrals, skilled organizations just like the Monetary Planning Affiliation (FPA) and the Nationwide Affiliation of Private Monetary Advisors (NAPFA) will help a person discover an adviser. When selecting a monetary adviser, it is essential to ask if they've any FINRA licenses or official credentials. Licensed Monetary Planner® (CFP®), chartered monetary analyst (CFA), chartered monetary guide (ChFC), and registered funding advisor (RIA) are good indicators of an adviser's {qualifications}.

How you can Change into a Monetary Adviser

Many international locations require people to finish coaching or receive a license to turn into a monetary advisor. In America, monetary advisors should carry a Sequence 65 or 66 licenses as stipulated by the Monetary Trade Regulatory Authority (FINRA). In keeping with FINRA, funding advisors, brokers, accountants, insurance coverage brokers and monetary planners can use the time period "monetary adviser." The North American Securities Directors Affiliation supplies a very good brief overview of financial adviser requirements.

Monetary Adviser vs. Advisor

Whereas 'adviser' spelt with an 'e' is the official spelling as per the Funding Advisers Act of 1940, 'advisor' with an 'o' is appropriate to confer with somebody who supplies recommendation. Nonetheless, when utilized in reference to the authorized designation 'adviser' needs to be used.

What Is a Fiduciary?

A fiduciary is an individual or group that acts on behalf of one other individual or individuals to handle the property. Primarily, a fiduciary owes to that different entity the duties of good faith and belief. The best-authorized obligation of 1 social gathering to a different, being a fiduciary requires being certain ethically to behave within the different's greatest pursuits.
A fiduciary may be answerable for basic well-being, however, typically the duty includes funds—managing the property of one other individual, or of a bunch of individuals, for instance. Cash managers, monetary advisors, bankers, accountants, executors, board members, and company officers all have fiduciary accountability.

Fiduciary Defined

A fiduciary's obligations or duties are each moral and authorized. When a celebration knowingly accepts the fiduciary duty on behalf of one other social gathering, they're required to behave in the perfect curiosity of the principal, the social gathering whose property they're managing. That is what is called a "prudent individual commonplace of care," an ordinary that initially stems from an 1830 courtroom ruling.
This formulation of the prudent-person rule required that an individual appearing as fiduciary was required to behave at the start with the wants of beneficiaries in thoughts.
The fiduciary is anticipated to handle the property for the advantage of the opposite individual, slightly than for their very own revenue, and can't profit personally from their administration of property.
Usually, no revenue is to be constituted of the connection until express consent is granted on the time the connection begins. For example, in the UK, fiduciaries can not revenue from their place, in response to an English Excessive Court docket ruling, Keech vs. Sandford (1726). If the principal supplies consent, then the fiduciary can hold no matter profit they've acquired; these advantages may be both financial or outlined extra broadly as an "alternative."
Fiduciary duties seem in all kinds of widespread enterprise relationships, together with:

Fiduciary Trustee/Beneficiary

Property preparations and applied trusts contain a trustee and a beneficiary. A person named as a belief or property trustee is the fiduciary, and the beneficiary is the principal. Below a trustee/beneficiary obligation, the fiduciary has authorized possession of the property or property and holds the ability essential to deal with property held within the title of the belief.
Nonetheless, the trustee should make choices which might be in the perfect curiosity of the beneficiary because the latter holds equitable title to the property. The trustee/beneficiary relationship is a crucial facet of complete property planning, and particular care needs to be taken to find out who's designated as trustee.
Politicians typically arrange blind trusts with the intention to keep away from conflict-of-interest scandals. A blind belief is a relationship through which a trustee is accountable for the funding of a beneficiary's corpus (property) without the beneficiary understanding how the corpus is being invested. Even whereas the beneficiary has no data, the trustee has a fiduciary obligation to speculate the corpus in response to the prudent individual commonplace of conduct.

KEY TAKEAWAYS

Board MembeShareholder

An identical fiduciary obligation may be held by company administrators, as they are often thought-about trustees for stockholders if on the board of a company, or trustees of depositors if service as director of a financial institution. Particular duties embrace:

The Obligation of Care

This is applicable to the best way the board makes choices that have an effect on the way forward for the enterprise. The board has the obligation to completely examine all potential choices and the way they could impression the enterprise; If the board is voting to elect a brand new CEO, for instance, the choice shouldn't be made primarily based solely on the board's data or opinion of 1 potential candidate; it's the board's accountability to analyze all viable candidates to make sure the perfect individual for the job is chosen.

The Obligation to Act in Good Religion

Even after it moderately investigates all of the choices earlier than it, the board has the accountability to decide on the choice it believes greatest serves the pursuits of the enterprise and its shareholders.

The Obligation of Loyalty

This implies the board is required to place no different causes, pursuits or affiliations above its allegiance to the corporate and the corporate's buyers. Board members should chorus from private or skilled dealings which may put their very own self-interest or that of one other individual or enterprise above the curiosity of the corporate.
If a member of a board of administrators is discovered to be in breach of their fiduciary obligation, they are often held liable in a courtroom of regulation by the corporate itself or its shareholders.

Fiduciary as ExecutoLegatee

Fiduciary actions may apply to particular or one-time transactions. For instance, a fiduciary deed is used to switch property rights in a sale when a fiduciary should act as an executor of the sale on behalf of the property proprietor. A fiduciary deed is helpful when a property proprietor needs to promote however is unable to deal with their affairs as a consequence of sickness, incompetence, or different circumstances, and wishes somebody to behave of their stead.
A fiduciary is required by regulation to confide in the potential purchaser the true situation of the property being offered, they usually can not obtain any monetary advantages from the sale. A fiduciary deed can be helpful when the property proprietor is deceased and their property is a part of a property that wants oversight or administration.

Guardian/Ward Fiduciary

Below a guardian/ward relationship, authorized guardianship of a minor is transferred to an appointed grownup. Because the fiduciary, the guardian is tasked with making certain the minor youngster or ward has acceptable care, which may embrace deciding the place the minor attends faculty, that the minor has appropriate medical care, that they're disciplined in an inexpensive method, and that their everyday welfare stays intact.
A guardian is appointed by the state courtroom when the pure guardian of a minor youngster just isn't capable of taking care of the kid any longer. In most states, a guardian/ward relationship stays intact until the minor youngster reaches the age of majority.

Legal professional/Consumer Fiduciary

The legal professional/shopper fiduciary relationship is arguably one of the stringent. The U.S. Supreme Court docket states that the best degree of belief and confidence should exist between a legal professional and shopper—and that a legal professional, as fiduciary, should act in full equity, loyalty, and constancy in every illustration of, and coping with, shoppers.
Attorneys are held accountable for breaches of their fiduciary duties by the shopper and are accountable to the courtroom through which that shopper is represented when a breach happens.

Fiduciary Principal/Agent

An extra generic instance of fiduciary obligation lies within the principal/agent relationship. Any particular person individual, company, partnership, or authorities company can act as a principal or agent so long as the individual or enterprise has the authorized capability to take action. Below a principal/agent obligation, an agent is legally appointed to behave on behalf of the principal without the battle of curiosity.
A standard instance of a principal/agent relationship that means fiduciary obligation is a bunch of shareholders as principals electing administration or C-suite people to behave as brokers. Equally, buyers act as principals when choosing funding fund managers as brokers to handle the property.

Funding Fiduciary

Whereas it might appear as if a funding fiduciary could be a monetary skilled (cash supervisor, banker, and so forth), a funding fiduciary is anyone who has the obligation for managing any person else's cash. Which means should you volunteered to take a seat on the funding committee of the board of your native charity or different group, you could have fiduciary accountability. You will have been positioned able of belief, and there could also be penalties for the betrayal of that belief.
Additionally, hiring a monetary or funding professional doesn't relieve the committee members of all of their duties. They nonetheless have an obligation to prudently choose and monitor the actions of the professional.

Suitability vs. Fiduciary Customary

In case your funding advisor is a Registered Investment Advisor, they share fiduciary accountability with the funding committee. Then again, a dealer, who works for a broker-dealer, could not. Some brokerage corporations don't need or permit their brokers to be fiduciaries.
Funding advisors, who're normally fee-based, are certain to a fiduciary commonplace that was established as a part of the Investment Advisers Act of 1940. They are often regulated by the SEC or state securities regulators. The act is fairly particular in defining what a fiduciary means, and it stipulates an obligation of loyalty and care, which implies that the advisor should put their shopper's pursuits above their very own.
For instance, the advisor can not purchase securities for his or her account prior to purchasing them for a shopper and is prohibited from making trades that will end in greater commissions for the advisor or their funding agency.
It additionally implies that the advisor should do their greatest to ensure funding recommendation is made utilizing correct and full data—principally, that the evaluation is thorough and as correct as potential. Avoiding conflicts of curiosity are essential when appearing as a fiduciary, and it implies that an advisor should disclose any potential conflicts to put the shopper's pursuits forward of the advisor's.
Moreover, the advisor wants to put trades underneath a "greatest execution" commonplace, that means that they have to try to commerce securities with the perfect mixture of low price and environment-friendly execution.

The Suitability Rule

Dealer-dealers, who are sometimes compensated by a fee, usually solely have to satisfy a suitability obligation. That is outlined as making suggestions which might be in keeping with the wants and preferences of the underlying buyer. Dealer-dealers are regulated by the Monetary Trade Regulatory Authority (FINRA) underneath requirements that require them to make appropriate suggestions to their shoppers.
As an alternative of getting to put their pursuits under that of the shopper, the suitability commonplace solely particulars that the broker-dealer has to moderately consider that any suggestions made are appropriate for the shopper when it comes to the shopper's monetary wants, aims, and distinctive circumstances. A key distinction when it comes to loyalty can be essential: A dealer's major obligation is to their employer, the broker-dealer for whom they work, to not their shoppers.
Different descriptions of suitability embrace ensuring transaction prices aren't extreme and that their suggestions aren't unsuitable for the shopper. Examples that will violate suitability embrace extreme buying and selling, churning the account merely to generate extra commissions, and often switching account property to generate transaction revenue for the broker-dealer.
Additionally, the necessity to disclose potential conflicts of curiosity just isn't as strict a requirement for brokers; funding solely must be appropriate, it would not essentially be in keeping with the person investor's aims and profile.

A broker-dealer follows the suitability commonplace: Funding selections have to be appropriate for the shopper, however, can nonetheless be extra helpful to the dealer than the easiest choice; the dealer's major accountability is to their agency, not their shopper.
The suitability commonplace can find yourself inflicting conflicts between a broker-dealer and shopper. The obvious battle has to do with compensation. Below a fiduciary commonplace, a funding advisor could be strictly prohibited from shopping for a mutual fund or different funding for a shopper as a result of it will garner the dealer the next charge or fee than a choice that will price the shopper much less—or yield extra for the shopper.
Below the suitability requirement, so long as the funding is appropriate for the shopper, it may be bought for the shopper. This could additionally incentivize brokers to promote their very own merchandise forward of competing for merchandise that will price much less.

The Brief-Lived Fiduciary Rule

Whereas the time period "suitability" was usual for transactional accounts or brokerage accounts, the Department of Labor Fiduciary Rule, proposed to toughen issues up for brokers. Anybody with retirement cash underneath administration, who made suggestions or solicitations for an IRA or different tax-advantaged retirement accounts, could be thought-about a fiduciary required to stick to that commonplace, slightly than to the suitability commonplace that was in any other case in impact.
The fiduciary rule had a protracted—and in the end unsuccessful—implementation. Initially proposed in 2010, it was scheduled to enter impact between April 10, 2017, and January 1, 2018. After President Trump took workplace it was postponed to June 9, 2017, together with a transition interval for sure exemptions extending via January 1, 2018.
Subsequently, implementation of all components of the rule was pushed again to July 1, 2019. Earlier than that would occur, the rule was vacated following a June 2018 decision by the Fifth U.S. Circuit Court.
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stock marketing full guide 2019

stock marketing full guide 2019
stock market

What's the Stock Market? full guide.

The inventory market refers back to the assortment of markets and exchanges the place common actions of shopping for, promoting, and issuance of shares of publicly-held firms happen. Such monetary actions are performed by way of institutionalized formal exchanges or over-the-counter (OTC) marketplaces which function underneath an outlined set of laws. There may be a number of inventory buying and selling venues in a rustic or an area which permit transactions in shares and different types of securities.
Whereas each phrase - inventory market and inventory alternate - are used interchangeably, the latter time period is usually a subset of the previous. If one says that she trades within the inventory market, it implies that she buys and sells shares/equities on one (or extra) of the inventory alternate(s) which are a part of the general inventory market. The main inventory exchanges within the U.S. embrace the New York Stock Exchange (NYSE), Nasdaq, the Higher Different Buying and selling System (BATS). and the Chicago Board Options Exchange (CBOE). These main nationwide exchanges, together with a number of different exchanges working within the nation, type the inventory market of the U.S.
Although it's known as an inventory market or fairness market and is primarily identified for buying and selling shares/equities, different monetary securities - like exchange-traded funds (ETF), corporate bonds and derivatives primarily based on shares, commodities, currencies, and bonds - are additionally traded within the inventory markets.

Read also.

Inventory Market

Understanding the Inventory Market

Whereas right this moment it's potential to buy nearly every part online, there's often a delegated marketplace for each commodity. For example, folks drive to metropolis outskirts and farmlands to buy Christmas bushes, go to the native timber market to purchase wooden and different obligatory materials for house furnishings and renovations, and go to shops like Walmart for his or her common grocery provides.
Such devoted markets function a platform the place quite a few patrons and sellers meet, work together and transact. For the reason that a variety of market individuals is large, one is assured of good worth. For instance, if there is just one vendor of Christmas bushes in your complete metropolis, he could have the freedom to cost any worth he pleases because the patrons gained’t have wherever else to go. If the variety of tree sellers is massive in a standard market, they must compete in opposition to one another to draw patrons. The patrons can be spoiled for selection with low- or optimum-pricing making it a good market with worth transparency. Even whereas buying online, patrons examine costs supplied by totally different sellers on the identical buying portal or throughout totally different portals to get one of the best offers, forcing the assorted online sellers to supply one of the best worth.
An inventory market is an identical designated marketplace for buying and selling numerous sorts of securities in a managed, safe and managed the atmosphere. For the reason that inventory market brings collectively a whole bunch of hundreds of market individuals who want to purchase and promote shares, it ensures honest pricing practices and transparency in transactions. Whereas earlier inventory markets used to situation and deal in paper-based bodily share certificates, the fashionable day computer-aided inventory markets function electronically.

How the Inventory Market Works

In a nutshell, inventory markets present a safe and controlled atmosphere the place market individuals can transact in shares and different eligible monetary devices with confidence with zero- to low-operational danger. Working underneath the outlined guidelines as acknowledged by the regulator, the inventory markets act as primary markets and as secondary markets.
As the main market, the inventory market permits firms to the situation and promote their shares to the wider public for the primary time by way of the method of initial public offerings (IPO). This exercise helps firms increase obligatory capital from traders. It primarily implies that an organization divides itself into quite a few shares (say, 20 million shares) and sells part of these shares (say, 5 million shares) to the wider public at a worth (say, $10 per share).
To facilitate this course of, an organization wants a market the place these shares may be offered. This market is offered by the inventory market. If every part goes as per the plans, the corporate will efficiently promote the 5 million shares at a worth of $10 per share and acquire $50 million value of funds. Traders will get the corporate shares which they will anticipate to carry for his or her most well-liked length, in anticipation of rising in share worth and any potential revenue within the type of dividend funds. The inventory alternate acts as a facilitator for this capital elevating course of and receives a charge for its providers from the corporate and its monetary companions.
Following the first-time share issuance IPO train known as the itemizing course of, the inventory alternate additionally serves because the buying and selling platform that facilitates common shopping for and promoting of the listed shares. This constitutes the secondary market. The inventory alternate earns a charge for each commerce that happens on its platform in the course of the secondary market exercise.
The inventory alternate shoulders the accountability of making certain price transparency, liquidity, price discovery and honest dealings in such buying and selling actions. As nearly all main inventory markets throughout the globe now function electronically, the alternate maintains buying and selling techniques that effectively handle the purchase and promote orders from numerous market individuals. They carry out the worth matching operate to facilitate commerce execution at a worth honest to each patron and sellers.
A listed firm can also supply new, extra shares by way of different choices at a later stage, like by way of rights issue or by way of follow-on offers. They could even buyback or delist their shares. The inventory alternate facilitates such transactions.
The inventory alternate usually creates and maintains numerous market-level and sector-specific indicators, just like the S&P 500 index or Nasdaq 100 index, which give a measure to trace the motion of the general market.
The inventory exchanges additionally preserve all firm information, bulletins, and monetary reporting, which may be often accessed on their official web sites. An inventory alternate additionally helps numerous different corporate-level, transaction-related actions. For example, worthwhile firms might reward traders by paying dividends which often comes from the part of the corporate’s earnings. The alternate maintains all such data and will assist its processing to a sure extent.

Features of an Inventory Market

An inventory market primarily serves the next features:
Truthful Dealing in Securities Transactions: Relying on the usual rules of demand and supply, the inventory alternate wants to make sure that all market individuals have instantaneous entry to information for all purchase and promote orders thereby serving to within the honest and clear pricing of securities. Moreover, it also needs to carry out environment-friendly matching of acceptable purchase and promote orders.
For instance, there could also be three patrons who've positioned orders for purchasing Microsoft shares at $100, $105 and $110, and there could also be 4 sellers who're keen to promote Microsoft shares at $110, $112, $115 and $120. The alternate (by way of their pc operated automated buying and selling techniques) wants to make sure that one of the best purchase and greatest promote are matched, which on this case is at $110 for the given amount of commerce.
Environment-friendly Value Discovery: Inventory markets must assist an environment-friendly mechanism for worth discovery, which refers back to the act of deciding the correct worth of a safety and is often carried out by assessing market provide and demand and different components related to the transactions.
Say, a U.S.-based software program firm is buying and selling at a worth of $100 and has a market capitalization of $5 billion. Information merchandise is available in that the EU regulator has imposed a wonderful of $2 billion on the corporate which primarily implies that 40 % of the corporate’s worth could also be worn out. Whereas the inventory market might have imposed a buying and selling worth vary of $90 and $110 on the corporate’s share worth, it ought to effectively change the permissible buying and selling worth restrict to accommodate for the potential adjustments within the share worth, else shareholders might battle to commerce at a good worth.
Liquidity Upkeep: Whereas getting the variety of patrons and sellers for a specific monetary safety are uncontrolled for the inventory market, it wants to make sure that whosoever is certified and keen to commerce will get instantaneous entry to position orders which ought to get executed on the honest worth.
Safety and Validity of Transactions: Whereas extra individuals are vital for environment-friendly working of a market, the identical market wants to make sure that all individuals are verified and stay compliant with the required guidelines and laws, leaving no room for default by any of the events. Moreover, it ought to make sure that all related entities working out there should additionally adhere to the principles, and work inside the authorized framework given by the regulator.
Help All Eligible Kinds of Contributors: A market is made by quite a lot of individuals, which embrace market makers, traders, merchants, speculators, and hedgers. All these individuals function within the inventory market with totally different roles and features. For example, an investor might purchase shares and maintain them for long run spanning a few years, whereas a dealer might enter and exit a place inside seconds. A market maker gives obligatory liquidity out there, whereas a hedger might prefer to commerce in derivatives for mitigating the danger concerned in investments. The inventory market ought to make sure that all such individuals are capable of function seamlessly fulfilling their desired roles to make sure the market continues to function effectively.
Investor Safety: Together with rich and institutional traders, a really massive variety of small traders are additionally served by the inventory marketplace for their small quantity of investments. These traders might have restricted monetary information, and will not be totally conscious of the pitfalls of investing in shares and different listed devices. The inventory alternate should implement obligatory measures to supply the required safety to such traders to protect them from monetary loss and guarantee buyer belief.
For example, an inventory alternate might categorize shares in numerous segments relying on their danger profiles and permit restricted or no buying and selling by widespread traders in high-risk shares. Derivatives, which have been described by Warren Buffett as monetary weapons of mass destruction, aren't for everybody as one might lose far more than they guess for. Exchanges usually impose restrictions to forestall people with restricted revenue and information from entering into dangerous bets of derivatives.
Balanced Regulation: Listed firms are largely regulated and their dealings are monitored by market regulators, just like the Securities and Exchange Commission (SEC) of the U.S. Moreover, exchanges additionally mandate sure necessities – like, well timed submitting of quarterly monetary stories and instantaneous reporting of any related developments - to make sure all market individuals grow to be conscious of company happenings. Failure to stick to the laws can result in the suspension of buying and selling by the exchanges and different disciplinary measures.

Regulating the Inventory Market

An area monetary regulator or competent financial authority or institute is assigned the duty of regulating the inventory market of a rustic. The Securities and Alternate Fee (SEC) is the regulatory physique charged with overseeing the U.S. inventory markets. The SEC is a federal company that works independently of the federal government and political strain. The mission of the SEC is acknowledged as: "to guard traders, preserve honest, orderly, and environment-friendly markets, and facilitate capital formation."

Inventory Market Contributors

Together with long-term traders and brief time period merchants, there are a lot of several types of gamers related to the inventory market. Everyone has a singular function, however, lots of the roles are intertwined and rely on one another to make the market run successfully.
  • Stockbrokers, also called registered representatives within the U.S., are the licensed professionals who purchase and promote securities on behalf of traders. The brokers act as intermediaries between the inventory exchanges and the traders by shopping for and promoting shares on the traders' behalf. An account with a retail dealer is required to realize entry to the markets.
  • Portfolio managers are professionals who make investments portfolios, or collections of securities, for purchasers. These managers get suggestions from analysts and make the purchase or promote choices for the portfolio. Mutual fund firms, hedge funds, and pension plans use portfolio managers to make choices and set the funding methods for the cash they maintain.
  • Investment bankers characterize firms in numerous capacities, comparable to personal firms that wish to go public through an IPO or firms which are concerned in pending mergers and acquisitions. They care for the itemizing course of in compliance with the regulatory necessities of the inventory market.
  • Custodian and depot service suppliers, that are establishment holding prospects' securities for safekeeping in order to reduce the danger of their theft or loss, additionally function in sync with the alternative to switch shares to/from the respective accounts of transacting events primarily based on buying and selling on the inventory market.
  • Market maker: A market maker is a broker-dealer who facilitates the buying and selling of shares by posting bid and ask costs together with sustaining a listing of shares. He ensures adequate liquidity out there for a specific (set of) share(s), and income from the distinction between the bid and the ask worth he quotes.

How Inventory Exchanges Make Cash

Inventory exchanges function as for-profit institutes and cost a charge for his or her providers. The first supply of revenue for these inventory exchanges are the revenues from the transaction charges which are charged for every commerce carried out on its platform. Moreover, exchanges earn income from the itemizing charge charged to firms in the course of the IPO course of and different follow-on choices.
The alternate additionally earn from promoting market information generated on its platform - like real-time information, historical information, abstract information, and reference information – which is significant for fairness analysis and different makes use of. Many exchanges will even promote know-how merchandise, like a buying and selling terminal and devoted community connection to the alternate, to the events for an acceptable charge.
The alternate might supply privileged providers like high-frequency trading to bigger purchasers like mutual funds and asset management companies (AMC), and earn cash accordingly. There are provisions for regulatory charge and registration charge for various profiles of market individuals, just like the market maker and dealer, which type different sources of revenue for the inventory exchanges.
The alternate additionally make income by licensing their indexes (and their methodology) that are generally used as a benchmark for launching numerous merchandise like mutual funds and ETFs by AMCs.
Many exchanges additionally present programs and certification on numerous monetary matters to trade individuals and earn revenues from such subscriptions.

Competitors for Inventory Markets

Whereas particular person inventory exchanges compete in opposition to one another to get most transaction quantity, they're dealing with menace on two fronts.
Darkish Swimming pools: Dark pools, that are personal exchanges or boards for securities buying and selling and function inside personal teams, are posing a problem to public inventory markets. Although their authorized validity is topic to native laws, they're gaining a reputation as individuals save massive on transaction charges.
Blockchain Ventures: Amid rising reputation of blockchains, many crypto exchanges have emerged. Such exchanges are venues for buying and selling cryptocurrencies and derivatives related to that asset class. Although their reputation stays restricted, they pose a menace to the standard inventory market mannequin by automating a bulk of the work completed by numerous inventory market individuals and by providing zero- to low-cost providers.

Significance of the Inventory Market

The inventory market is among the most significant parts of a free-market economic system.
It permits firms to lift cash by providing inventory shares and company bonds. It lets widespread traders take part within the monetary achievements of the businesses, make income by way of capital gains, and earn cash by way of dividends, though losses are additionally potential. Whereas institutional traders {and professional} cash managers do get pleasure from some privileges owing to their deep pockets, higher information and better danger taking skills, the inventory market makes an attempt to supply a stage taking part in subject to widespread people.
The inventory market works as a platform by way of which financial savings and investments of people are channelized into the productive funding proposals. In the long run, it helps in capital formation & financial progress for the nation.

KEY TAKEAWAYS

  • Inventory markets are very important parts of a free-market economic system as a result of they permit democratized entry to buying and selling and alternate of capital for traders of all types.
  • They carry out a number of features in markets, together with environment-friendly worth discovery and environment-friendly dealing.
  • Within the US, the inventory market is regulated by the SEC and native regulatory our bodies.

Examples of Inventory Markets

The primary inventory market on the planet was the London inventory alternate. It was begun in a coffeehouse, the place merchants used to satisfy to alternate shares, in 1773. The primary inventory alternate in the USA of America began in Philadelphia in 1790. The Buttonwood settlement, so named as a result of it was signed underneath a buttonwood tree, marked the beginnings of New York's Wall Avenue in 1792. The settlement was signed by 24 merchants and was the primary American group of its type to commerce in securities. The merchants renamed their enterprise as New York Inventory and Alternate Board in 1817.
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VISIT INFINITY SCALPER OFFICIAL WEBSITE NOW!!!
Divergence Master Trader – When a divergence pattern forms, look for the opposite direction and never stay with the trend as the crowd does. This 17-page ebook will teach you how to recognize divergence patterns and catch the big moves. Using the Divergence Pattern Recognizer for maximum profit, profit on both small corrections and full trend reversals. Find the best entry point.
Forex Tools & Tips Subscription –You will receive only quality information, special indicators, ebooks and more tips for free! Trading the news with candlesticks. It has best pivot point indicator and has EA to enter positions on Support / Resistance. Infinity Scalper Guide
Plus, Infinity Scalper never repaints, and you get a complete hands-on support and guidance for a life-time. All of these are ways to make it a whole lot easier for you to use.
submitted by tranlinhphuong1 to InfinityScalperReview [link] [comments]

DOWNLOAD FREE Super Profit Scalper - Generate $5,000 $6,000 $9,000 profit everyday

The Super Profit Scalper is being advertised as “the perfect solution for people who only have just a few minutes a day for trading and want that big and fast profit.” The software is built to pick up on fast profitable price movements and provide traders with buy and sell signals throughout the day. The software is using a very reliable signal filtering system but the details of this aren’t explained fully.
The indicator does not repaint and the software comes with a guide that informs traders on “8 special pairs” that the software has been showing fantastic results with.
Super Profit Scalper System is a fantastic indicator specifically created for M1 & M5. Super Profit Scalper Trading Program the perfect solution for people who only have just a few minutes a day for Trading and want that big and fast profit.
Super Profit Scalper Indicator catches very fast and profitable price movements that you can’t usually catch on your own and gives you simple buy and sell signals.
On top of that, you can be 100% confident with your trading, as Super Profit Scalper is using a very reliable signal filtering system. And furthermore, Super Profit Scalper Indicator will also alert you of every signal with a pop up sound alert, email or a mobile push notification!
How Does Super Profit Scalper system Works?
Forex statistics show that foreign exchange 90% of traders only trade the major currency pairs, as it is not humanly possible to analyze the 34 currency pairs simultaneously. As Super Profit Scalper keeps updated on the current trends in the changing market in all time frames, it is promoted as the easiest way to make the most of the change operations without having to spend hours doing all the work hard. You can easily know the trend is crucial. Super Profit Scalper Cost
Sure, you’ve experienced times when you entered the trade and waited for the breathy area while another couple was making a solid move. Trading the market turns up and down and returns all benefits during a series of losses it feels like a slow torture. Super Profit Scalper is a software solution to avoid trading during periods of market uncertainty. Instead, choose the best pair trend at present. Not use indicators, but the trend is determined by pure price action.
The software runs on our powerful computers so you instantly get the result online. Therefore, you can use your favorite trading platforms such as MetaTrader, NinjaTrader, TradeStation and there is nothing you have to download or install. It is very easy to use. This system designed to help Forex traders make informed decisions about when and what to buy and sell. To make money in Forex trading, you need to understand the trends. Or you can learn them by trial and error!
DOWNLOAD NOW
Super Profit Scalper: it’s not what it seems to be
This particular review is concerned with a specific fraud that is doing rounds on the internet. It is called Super Profit Scalper, and it’s promising to change the life of any trader who will purchase it for $87.
The owner claims that he has put a lot of work into it, and that all you have to do is purchase it here and smile all the way to the bank since it does all the heavy lifting on your behalf.
Well, that’s very simple indeed. But how come that we still have a whooping 95% of traders donating their capital plus profits back into the Forex market? If such a magical trading tool truly existed, it would create a buzz. It would gain enough publicity on TV and reputable blogs on the web, and this would automatically reduce the 95% of losing traders to 20% or below. It does not make sense for these traders to keep losing when a real solution is available for $87 only. The things that we hope you will get concerned with
Nothing makes this product unique. It looks exactly like other Forex scams on the internet. For example, the owner doesn’t give us proof that his system works as claimed by him.
You see, Mt4 screenshots are not supposed to be treated as proof or verified results of past performance. This is because it is virtually impossible to know if indeed those results were generated by the so-called Super Profit Scalper system. Those screenshots could have been captured elsewhere on the internet for purposes of misleading traders.
It is not rocket science to take screenshots of past market activity and use them for purposes of cheating. It is therefore very clear that these are not true results generated by Super Profit scalper.
VISIT SUPER PROFIT SCALPER WEBSITE
How Does Super Profit Scalper Works?
Super Profit Scalper will help you to follow the signals and also enjoy profit coming into your account. You never have to worry about repaints anymore, because this indicator has been designed to give only authentic signals to buy or sell. This software will make you super profit without having to require as much time as other indicators do. It is made for people like you whose focus is to make a big profit but with little time for trading. Everything you have to do is follow easy buy or sell signals that Super Profit Scalper generates right on your chart. Purple Line – Buy, Yellow Line – Sell. That’s it… All the years of learning, all the experience and knowledge of our trader’s team is the code of this incredible scalper. This software gives you total peace of mind, rest, and more time to pursue your wildest dreams. This software will help you become free. You will be away from the computer, but keep your mobile device close by to watch for any notifications on new trades. And you don’t need to go through all those years of trial and error yourself. You can simply follow individual signals and make the profit.
All you have to know the instructions to follow with this Super Profit Scalper.
*Step 1: pop upOpen the trading chart of your choice.
*Step 2: Choose your timeframe: M1 or M5.
*Step 3: Purple Line – Buy or Yellow Line – Sell.
*Step 4: Exit when the line changes color.
*Step 5: Profit.
submitted by tranlinhphuong1 to SuperProfitScalper [link] [comments]

Interstellar Profits Review - Find Here

Interstellar Profits Review - Find Here Interstellar Profits Review - Is Interstellar Profits Scam. Acceptable Review Hi everyone, and thank you for visiting my blog. You are probably here because you just came from the Interstellar Profits official website and now you are searching for an honest review. If this is true, then you are in the right place. I’m sharing all the details with you right here. Product Name: Interstellar Profits Launch Day: 2014 Product Author: Alexander Foley Niche: Internet Marketing Interstellar Profits Review Interstellar Profits is the most expected product in the world of Internet marketing. Interstellar Profits is desktop based software created by Walter Green and Tim Atkinson. And In simple words Interstellar Profits is free binary trading software, course and tutorial program exclusively created and owned by Walter Green and Tim Atkinson. The chief aim of this software program is to teach people how to earn money in easiest way. Download Interstellar Profits Software: You can download risk free software from official sites without any problem at all. Yes, Software is 100% free and easy to use. its very user friendly and works with almost every platform. Software Installation and Activate Process: The software installation and activation is also very easy and self-explanatory. Start with by opening an account at binary options brokers and deposit $300 in your account. Than you connect your account with your Interstellar Profits Software. Please follow given instructions, if you face any problem while installation and activation of software. Interstellar Profits Utilization: As i said above all procedure and systems are self-explained. So, after depositing your first $300, your software is ready for you to use instantly. Then you will start getting signals, confirm and apply the trade. Even Interstellar Profits then makes trades for you. Whats Inside Interstellar Profits 100% risk free highly reputable software Compatibility with all platforms Free Account with $300 Detailed guide and instructions Free exclusive training One on One coaching Professional traders Members area Basically, the software will notify you when to trade and what to trade. These “signals” come from the same source the big boys at Wall Street use, so they are extremely profitable. Believe me, you do not any kind of technical knowledge of forex trading. No need to create any website or self-promotion. Interstellar Profits does all search and research for you to get best deals for you. You just need to follow the simple guidelines and utilize the power of software. Interstellar Profits also has a “automated mode” which will trade for you, perfect for people like me who can’t sit at the computer all the time. It provides you free binary signals i.e what you should buy and what you should sell in forex market that will make you profit 100% guaranteed. All you have to do is hit the “buy” or “sell” button when the software advises. The Interstellar Profits also explains you the real benefits of Binary Trading and how it can effectively help you earn 5 digit revenue. It teaches you the core of binary trading in a very simple and easy manner. In order to construct a thriving internet marketing business, it provides you with free instant profit app program, binary trading equipment and constant assistance. Surely, it is one of the best internet marketing and binary trading courses and digital training programs launched in the recent time. Make Money With Interstellar Profits Download And Install Interstellar Profits Software [Click Here To Download Free Now] Follow the guidelines and create free account The software then starts searching for binary signals and will alert you when there is any profitable binary signal. Follow these signals, buy and sell in forex trading. it does mean what to trade in forex market at desire moment. Signal works at success rate of 91% though creator do claim it at 100% success rate but it works for me at 91% success rate which is very profitable too Bottom Line If you are a person who wish to get sheer success in the binary trading business, then Interstellar Profits is the right program for you. Interstellar Profits opens the success door for you in the field of online business. It is highly recommendable for professionals as well as novices. It guarantees 100% success rate with complete satisfaction. Believe you me guys! It is no scam but reality. Try it and experience success!
submitted by kapatapa to kapatapa [link] [comments]

Interstellar Profits Review - Is Interstellar Profits Scam. Acceptable Review

Interstellar Profits Review - Is Interstellar Profits Scam. Acceptable Review Hi everyone, and thank you for visiting my blog. You are probably here because you just came from the Interstellar Profits official website and now you are searching for an honest review. If this is true, then you are in the right place. I’m sharing all the details with you right here.
Product Name: Interstellar Profits Launch Day: 2014 Product Author: Alexander Foley Niche: Internet Marketing Interstellar Profits Review
Interstellar Profits is the most expected product in the world of Internet marketing. Interstellar Profits is desktop based software created by Walter Green and Tim Atkinson. And In simple words Interstellar Profits is free binary trading software, course and tutorial program exclusively created and owned by Walter Green and Tim Atkinson. The chief aim of this software program is to teach people how to earn money in easiest way.
Download Interstellar Profits Software: You can download risk free software from official sites without any problem at all. Yes, Software is 100% free and easy to use. its very user friendly and works with almost every platform.
Software Installation and Activate Process: The software installation and activation is also very easy and self-explanatory. Start with by opening an account at binary options brokers and deposit $300 in your account. Than you connect your account with your Interstellar Profits Software. Please follow given instructions, if you face any problem while installation and activation of software.
Interstellar Profits Utilization: As i said above all procedure and systems are self-explained. So, after depositing your first $300, your software is ready for you to use instantly. Then you will start getting signals, confirm and apply the trade. Even Interstellar Profits then makes trades for you.
Whats Inside Interstellar Profits
100% risk free highly reputable software Compatibility with all platforms Free Account with $300 Detailed guide and instructions Free exclusive training One on One coaching Professional traders Members area Basically, the software will notify you when to trade and what to trade. These “signals” come from the same source the big boys at Wall Street use, so they are extremely profitable. Believe me, you do not any kind of technical knowledge of forex trading. No need to create any website or self-promotion. Interstellar Profits does all search and research for you to get best deals for you. You just need to follow the simple guidelines and utilize the power of software.
Interstellar Profits also has a “automated mode” which will trade for you, perfect for people like me who can’t sit at the computer all the time. It provides you free binary signals i.e what you should buy and what you should sell in forex market that will make you profit 100% guaranteed. All you have to do is hit the “buy” or “sell” button when the software advises.
The Interstellar Profits also explains you the real benefits of Binary Trading and how it can effectively help you earn 5 digit revenue. It teaches you the core of binary trading in a very simple and easy manner. In order to construct a thriving internet marketing business, it provides you with free instant profit app program, binary trading equipment and constant assistance. Surely, it is one of the best internet marketing and binary trading courses and digital training programs launched in the recent time.
Make Money With Interstellar Profits
Download And Install Interstellar Profits Software [Click Here To Download Free Now] Follow the guidelines and create free account The software then starts searching for binary signals and will alert you when there is any profitable binary signal. Follow these signals, buy and sell in forex trading. it does mean what to trade in forex market at desire moment. Signal works at success rate of 91% though creator do claim it at 100% success rate but it works for me at 91% success rate which is very profitable too Bottom Line
If you are a person who wish to get sheer success in the binary trading business, then Interstellar Profits is the right program for you. Interstellar Profits opens the success door for you in the field of online business. It is highly recommendable for professionals as well as novices. It guarantees 100% success rate with complete satisfaction. Believe you me guys! It is no scam but reality. Try it and experience success!
submitted by kapootput to akchodu [link] [comments]

Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

Top Commenters

  1. tuckerbalch (2296 points, 1185 comments)
  2. davebyrd (1033 points, 466 comments)
  3. yokh_cs7646 (320 points, 177 comments)
  4. rgraziano3 (266 points, 147 comments)
  5. j0shj0nes (264 points, 148 comments)
  6. i__want__piazza (236 points, 127 comments)
  7. swamijay (227 points, 116 comments)
  8. _ant0n_ (205 points, 149 comments)
  9. ml4tstudent (204 points, 117 comments)
  10. gatechben (179 points, 107 comments)
  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
  13. Artmageddon (167 points, 83 comments)
  14. htrajan (162 points, 81 comments)
  15. boyko11 (154 points, 99 comments)
  16. alyssa_p_hacker (146 points, 80 comments)
  17. log_base_pi (141 points, 80 comments)
  18. Ran__Ran (139 points, 99 comments)
  19. johnsmarion (136 points, 86 comments)
  20. jgorman30_gatech (135 points, 102 comments)
  21. dyllll (125 points, 91 comments)
  22. MikeLachmayr (123 points, 95 comments)
  23. awhoof (113 points, 72 comments)
  24. SharjeelHanif (106 points, 59 comments)
  25. larrva (101 points, 69 comments)
  26. augustinius (100 points, 52 comments)
  27. oimesbcs (99 points, 67 comments)
  28. vansh21k (98 points, 62 comments)
  29. W1redgh0st (97 points, 70 comments)
  30. ybai67 (96 points, 41 comments)
  31. JuanCarlosKuriPinto (95 points, 54 comments)
  32. acschwabe (93 points, 58 comments)
  33. pharmerino (92 points, 47 comments)
  34. jgeiger (91 points, 28 comments)
  35. Zapurza (88 points, 70 comments)
  36. jyoms (87 points, 55 comments)
  37. omscs_zenan (87 points, 44 comments)
  38. nurobezede (85 points, 64 comments)
  39. BelaZhu (83 points, 50 comments)
  40. jason_gt (82 points, 36 comments)
  41. shuang379 (81 points, 64 comments)
  42. ggatech (81 points, 51 comments)
  43. nitinkodial_gatech (78 points, 59 comments)
  44. harshsikka123 (77 points, 55 comments)
  45. bkeenan7 (76 points, 49 comments)
  46. moxyll (76 points, 32 comments)
  47. nelsongcg (75 points, 53 comments)
  48. nickzelei (75 points, 41 comments)
  49. hunter2omscs (74 points, 29 comments)
  50. pointblank41 (73 points, 36 comments)
  51. zheweisun (66 points, 48 comments)
  52. bs_123 (66 points, 36 comments)
  53. storytimeuva (66 points, 36 comments)
  54. sva6 (66 points, 31 comments)
  55. bhrolenok (66 points, 27 comments)
  56. lingkaizuo (63 points, 46 comments)
  57. Marvel_this (62 points, 36 comments)
  58. agifft3_omscs (62 points, 35 comments)
  59. ssung40 (61 points, 47 comments)
  60. amchang87 (61 points, 32 comments)
  61. joshuak_gatech (61 points, 30 comments)
  62. fall2017_ml4t_cs_god (60 points, 50 comments)
  63. ccrouch8 (60 points, 45 comments)
  64. nick_algorithm (60 points, 29 comments)
  65. JetsonDavis (59 points, 35 comments)
  66. yjacket103 (58 points, 36 comments)
  67. hilo260 (58 points, 29 comments)
  68. coolwhip1234 (58 points, 15 comments)
  69. chvbs2000 (57 points, 49 comments)
  70. suman_paul (57 points, 29 comments)
  71. masterm (57 points, 23 comments)
  72. RolfKwakkelaar (55 points, 32 comments)
  73. rpb3 (55 points, 23 comments)
  74. venkatesh8 (54 points, 30 comments)
  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
  77. snladak (51 points, 31 comments)
  78. dfihn3 (50 points, 43 comments)
  79. mlcrypto (50 points, 32 comments)
  80. omscs-student (49 points, 26 comments)
  81. NellVega (48 points, 32 comments)
  82. booglespace (48 points, 23 comments)
  83. ccortner3 (48 points, 23 comments)
  84. caa5042 (47 points, 34 comments)
  85. gcalma3 (47 points, 25 comments)
  86. krushnatmore (44 points, 32 comments)
  87. sn_48 (43 points, 22 comments)
  88. thenewprofessional (43 points, 16 comments)
  89. urider (42 points, 33 comments)
  90. gatech-raleighite (42 points, 30 comments)
  91. chrisong2017 (41 points, 26 comments)
  92. ProudRamblinWreck (41 points, 24 comments)
  93. kramey8 (41 points, 24 comments)
  94. coderafk (40 points, 28 comments)
  95. niufen (40 points, 23 comments)
  96. tholladay3 (40 points, 23 comments)
  97. SaberCrunch (40 points, 22 comments)
  98. gnr11 (40 points, 21 comments)
  99. nadav3 (40 points, 18 comments)
  100. gt7431a (40 points, 16 comments)

Top Submissions

  1. [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments)
  2. [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments)
  3. Proper git workflow by jan-laszlo (43 points, 19 comments)
  4. Exam 2 Information by yokh_cs7646 (39 points, 40 comments)
  5. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments)
  6. Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments)
  7. defeat_learner test case by swamijay (34 points, 38 comments)
  8. Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments)
  9. project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments)
  10. Deadline extension? by johannes_92 (26 points, 40 comments)

Top Comments

  1. 34 points: jgeiger's comment in QLearning Robot project megathread
  2. 31 points: coolwhip1234's comment in QLearning Robot project megathread
  3. 30 points: tuckerbalch's comment in Why Professor is usually late for class?
  4. 23 points: davebyrd's comment in Deadline extension?
  5. 20 points: jason_gt's comment in What would be a good quiz question regarding The Big Short?
  6. 19 points: yokh_cs7646's comment in For online students: Participation check #2
  7. 17 points: i__want__piazza's comment in project 3 megathread (assess_learners)
  8. 17 points: nathakhanh2's comment in Project 2 Megathread (optimize_something)
  9. 17 points: pharmerino's comment in Midterm study Megathread
  10. 17 points: tuckerbalch's comment in Midterm grades posted to T-Square
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