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How A.I. Traders Will Dominate Hedge Fund Industry   | Marshall Chang | TEDxBeaconStreetSalon
 
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We've seen fully automated bot beats us in Go, one-on-one Poker and Dota II, now what's going to happen for trading financial markets? Listen to A.I. Capital Management sharing their research, a Deep Learning trading agent that over-performs us in trading FX markets. Marshall has been trading FX markets for 5 years. As a Master in Finance graduate from Brandeis International Business school, he combines his insight in financial markets with a passion for machine learning and expertise in programming, striving to build the first game-changing A.I. trading system to disrupt the markets. He has a strong passion for quantitative trading and machine learning and started AI Capital Management in September 2016. His inspiration came from Google DeepMind’s AlphaGo project, which is a Deep Learning agent that beats human Go world champions. Go, as a game with complexity at a number more than the atom in the universe, is arguably as hard as or even harder than trading financial markets, which they believe is the next game to be solved with Artificial Intelligence. This talk was given at a TEDx event using the TED conference format but independently organized by a local community. Learn more at https://www.ted.com/tedx
Views: 60309 TEDx Talks
Inside quant trading
 
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Leslie Picker takes a look at the technology behind sophisticated hedge fund strategies.
Views: 19219 NBRbizrpt
Top Quant Funds, High Frequency Trading Firms (HFT) , and Algorithmic Algo Firms
 
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Top and popular Algorithmic, Quant, and High Frequency Trading HFT firms in 2016 Citadel - https://www.citadel.com/ Two Sigma - https://www.twosigma.com/ DRW - http://www.drw.com/ GTS - http://gtsx.com/ BridgeWater - https://www.bridgewater.com/ Renaissance - https://www.rentec.com/Home.action?index=true Allston - http://www.allstontrading.com/aboutus Sun Trading - http://suntradingllc.com/ KCG - https://www.kcg.com/ AQR - https://www.aqr.com/ DE SHAW - https://www.deshaw.com/index.shtml Jump Trading - http://www.jumptrading.com/ Tower Research - https://www.tower-research.com/ Trade Bot - http://www.tradebot.com/ Virtu - http://www.virtu.com/ GSA Capital - https://www.gsacapital.com/ Maven Securities - http://www.mavensecurities.com/ imc - https://www.imc.com/eu/ spot trading - http://www.spottradingllc.com/ Hudson Trading - http://www.hudson-trading.com/ Qmassociates - https://www.qmassociates.com/ Alpha Simplex - https://www.alphasimplex.com/ Hiutching Hill - http://www.hutchinhill.com/ xr trading - http://www.xrtrading.com/ Accadian - http://www.acadian-asset.com/ Flow Traders - http://www.flowtraders.com/ RSJ - https://www.rsj.com/en/homepage Teza - http://www.teza.com/ Akuna Capital - http://www.akunacapital.com/ Tethys - http://www.tethystech.com/ Instinet -https://www.instinet.com/index.html Jane Street - https://www.janestreet.com/ R.G niederhoffer - . http://www.niederhoffer.com/fund_login&e=1 Winton - https://www.winton.com/en/ BlueCrest - http://www.bluecrestcapital.com/ Ellington - https://www.ellington.com/ Headlands Tech - http://www.headlandstech.com/
Views: 5444 Abiam Velazquez
Algorithmic Trading Strategies and Concepts 🤫
 
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Algorithmic trading strategies. http://www.financial-spread-betting.com/course/technical-analysis.html PLEASE LIKE AND SHARE THIS VIDEO SO WE CAN DO MORE An algo is basically a piece of code that will execute an order or series of orders based on the inputs you have programmed into it so things like price, volume, time, indicators..etc You have algos sitting there to execute orders but algos can also be used to execute strategies. Here are some ideas of what you can do What are some of the algorithmic strategies that hedge funds use? - Momentum - the algo wants to detect when it sees some form of momentum (ignition) and it wants to jump onboard that. - Mean reversion, most of the times the markets will follow this pattern and this is the kind of play that gives you the best probability of success. But if you get it wrong you can get hammered. - Arbitrage; playing off one price against another to earn a supposedly guaranteed profit. - Scalping, an algo would make multiple orders and gets in and out instantly. - News driven, we had a spell where algos would be listening to news wires and then firing up sell or buy orders. Related Video Dirty Strategies in Algorithmic Trading: Momentum Ignition Strategy ⛏️ https://www.youtube.com/watch?v=aAYAh9e7KxA
Views: 5810 UKspreadbetting
How do Hedge Funds Trade
 
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More at exacttrading.com. This video explains how some long term asset management and hedge funds trade. A lot of people guess that their trading rules have to be very very complex, in many cases this argument could not be further from the truth. Hedge Funds be they trading stocks, indexes or Forex have a very varied tool box from which to choose their trading weapon. As regards Forex one of methods that is used and which attempts to take advantage of the very long trends that can occur within the Foreign Exchange markets is a simple reversal method which only trades when the market is trading sweetly. What do I mean by the market trading sweetly, well I mean that the market responds very well to standard price action rules and the trends are smooth and long, with very clean reversal points. Take a look at this video and let me know what you think about the idea of holding your trades long and cutting your losers short and trading just using a very simple method and ideas I show it here. Trading Forex does not have to be as complex as people make it. For more please drop by to www.exacttrading.com or send me a mail a paul at exacttrading.com
Views: 12663 Paul Langham
Forex Robots Make More Money!? We Compare Automated Trading and Manual Trading!
 
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Learn more here: https://bit.ly/2O5HwLI Do Forex Robots make more money than manual traders? That's exactly what I discuss in this video! We Compare Automated Trading against Manual Trading and outline the pros and cons to both. Be sure to also follow me on instagram to get behind the scenes with me: https://www.instagram.com/forexsignalscom/
Views: 136055 ForexSignals TV
Machine Learning for Algorithmic Trading | Part 1: Machine Learning & First Steps
 
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Discover how to prepare your computer to learn and build a strong foundation for machine learning In this series, quantitative trader Trevor Trinkino will walk you through a step-by-step introductory process for implementing machine learning and how you can turn this into a trading algorithm using Python. Plus he will show you the process of tuning your parameters for better performance of your trading system. For additional resources on algorithmic trading, python, machine learning, API, and more please visit https://www.quantnews.com/resources/ Remember that forex and CFD trading can result in losses that could exceed your deposited funds and therefore may not be suitable for everyone, so please ensure that you fully understand the risks involved. The guest speaker(s) is neither an employee, agent nor representative of FXCM and is therefore acting independently. The opinions given are their own, constitute general market commentary, and do not constitute the opinion or advice of FXCM or any form of personal or investment advice. FXCM neither endorses nor guarantees offerings of third party speakers, nor is FXCM responsible for the content, veracity or opinions of third-party speakers, presenters or participants. Any opinions, news, research, analyses, prices, or other information is provided as general market commentary, and does not constitute investment advice. FXCM will not accept liability for any loss or damage, including without limitation to, any loss of profit, which may arise directly or indirectly from use of or reliance on such information.
Views: 15379 Quant News
The computing inside a hedgefund
 
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This video is part of the Udacity course "Machine Learning for Trading". Watch the full course at https://www.udacity.com/course/ud501
Views: 4037 Udacity
AlgoTrader - Algorithmic Trading Software
 
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AlgoTrader is a powerful trading software developed in Switzerland. It lets trading firms automate complex, quantitative trading strategies in forex, options, futures, stocks, ETFs and commodity markets. In this video we’ll show you how to create a new trading strategy, how to back-test it, and how to deploy it. If you’d like to learn more about how AlgoTrader can help you to automate trading strategies, then visit: http://www.algotrader.ch
Views: 76455 AlgoTrader
Algo Trading Software – What Is The Best Algorithmic Trading Software?...
 
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Go Here ⇒ http://AlgoForexTrader.com Algo Trading Software – What Is The Best Algorithmic Trading Software… When it comes to finding a successful algorithmic trading software one is often left in complete confusion as there are so many algorithmic trading companies claiming they have the best algorithmic trading strategies as part of their software. In an effort to find automated trading algorithms that actually worked and delivered consistent profits I spent 18 months testing dozens of different bots to find an advanced algorithmic trading system only to realize that most were garbage and blew my trading accounts. In this video you will be introduced to the best algorithmic trading forex robot that has produced steady, significant gains and has been thoroughly tested under every possible market condition. Effective algo trading strategies and automated pre-programmed trading instructions must account for many variables. One of the biggest determining factors in finding the best algo trading software is investigating the trading history of the creator. Building winning algorithmic trading systems can only happen if the trading strategy that is being automated is reliable and has a proven track record, remembering that every currency pair traded by the algo trading software needs a separate algorithm. The mind behind this trading bot algorithm has 18 years’ experience algorithmic trading hedge funds and he was responsible for trading hundreds of millions of dollars in hedge funds. The algo trading machine learning covers parameters including stop loss, take profit and trailing stops. Qualitative data and trend strength. Risk levels and drawdown protection with the algo trading bot in volatile markets. Market spike protection is included in this day trading algorithm software. Correlation awareness and currency strength. Hedging and risk calculation. NFP shutdown and pre-position closures. All of these and many more are included in this algorithmic day trading software. The automated algorithm based trading software has pre-programmed trading instructions that have been tested tirelessly in the real market. Learning how to do algorithmic trading yourself is tedious and time consuming. The faster path to financial gains as opposed to building algorithmic trading systems from scratch is to leverage the expertise and experience of others. The coders and programmers hired for the task specialize in forex coding for MT4 and MT5, which means all extraneous redundant code is absent making the algorithmic trading software very streamlined and efficient. So is algorithmic trading profitable? For the first year of my market exploration it certainly wasn’t. The majority of algo trading forex software’s do not have suitable risk control or know when to take a profit. Finding and algo trading platform that has money management and hedging ability is even more rare. Nearly every algo trading system for sale online is just components of MT4 systems pieced together on MT4 EA builder sites. The MT5 algo trading backtesting ability is far more robust than the testing environment available on the MT4 algo trading platform. The algorithmic trading returns can be substantial when the algo trading robot you are using has an advanced hedging system that gets you out of long running losing trades by offsetting it successfully. This allows you to day trade profitably in the currency markets over the long term. With algo trading for beginners I find utilizing an established, proven algorithmic trading program is certainly the way to go when learning how to start algorithmic trading in the markets. To discover the best auto trading algorithms for sale, go ahead and register for our email newsletter here and right away you’ll be introduced to an algorithmic trading strategies example that is producing incredible monthly returns: http://AlgoForexTrader.com Watch again: Algo Trading Software – What Is The Best Algorithmic Trading Software That Give Substantial Algo Trading Returns... https://www.youtube.com/watch?v=9Y7OMrzp0wQ
Views: 2306 Blaze Media Tv
Algo Trading Summit 2018 | Live Broadcast
 
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Watch the FXCM Algo Trading Summit live as algorithmic trading experts share their knowledge on API's and utilizing Python to automate trading strategies. **Additional Resources** GitHub: Visit the GitHub repository for API documentation and resources for creating and backtesting your algorithmic trading strategy https://github.com/FXCM API Trading: FXCM offers APIs ideal to automate your trading strategy. Learn more about our REST API, FIX, JAVA, and ForexConnect offering https://www.fxcm.com/uk/algorithmic-trading/api-trading/ FXCM Python Wrapper: FXCM.py is a convenient pythonic way to interact and expose all the capabilities of our REST API with different Python classes https://www.fxcm.com/uk/algorithmic-trading/forex-python/ Market Data: Access historical bid/ask prices, volume, trader sentiment, and other ready-to-go trading tools https://www.fxcm.com/uk/algorithmic-trading/market-data/ Trading forex/CFD's on margin carries a high level of risk and may not be suitable for all investors as you could sustain losses in excess of deposits. The guest speaker(s) is neither an employee, agent nor representative of FXCM and is therefore acting independently. The opinions given are their own, constitute general market commentary, and do not constitute the opinion or advice of FXCM or any form of personal or investment advice. FXCM neither endorses nor guarantees offerings of third party speakers, nor is FXCM responsible for the content, veracity or opinions of third-party speakers, presenters or participants.
Views: 3064 FXCM
How high frequency trading works
 
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High frequency trading has roiled the stock and bond markets. The machines have taken over, and they can do far more business than a human can. But HFT has plenty of risk attached, as this short video explains.
Views: 287420 paddy hirsch
Hedge Fund Manager Leda Braga- Systematic Algorithms Trading vs Discretionary
 
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Discretionary vs. Systematic: Braga’s BlueTrend and BlueMatrix are so-called systematic funds that rely on computer algorithms to make trades. “Systematic trading takes the emotion out of trading,” says Braga at her office in Geneva, overlooking the Swiss Alps. When a trader is forced to sell at a loss, “he takes that home with him,” she says. “A black box doesn’t care.” Systematic investors program their computers to exploit correlations between stock and bond performance and other data, such as interest rates, economic growth, or even weather. “There’s a creative moment when you think of a hypothesis, maybe it’s that interest rate data drives” currency rates, she says. “So we think about that first before mining the data. We don’t mine the data to come up with ideas.” Leda Braga started her own shop this year, Systematica, and has inspired enough confidence to pull in $8.8 billion of investor funds, with solid returns so far this year. She had previously worked at BlueCrest Capital Management, starting there, Braga related, when she was 34 weeks pregnant. The hedge fund industry's top woman manager attributes her success to using data in a disciplined, consistent way that has allowed her to keep customers happy and establish her place in Wall Street's boys' club. Braga credited a disciplined approach among her traders, who she said in "a consistent way it doesn't matter quite so much that you be right at every forecasting point. It does matter that you're right more than half the time. Then you risk manage your positions very carefully." In 2004, she launched and managed what became one of the firm's largest strategies and funds, BlueTrend. The fund uses a "managed futures" strategy, meaning it trades the futures contracts of stocks, bonds, currencies and commodities and looks for trends in the movements of their prices, so-called trend following.
Views: 4913 scottab140
Best Practices for Creating an Algo Trading System
 
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Watch award-winning professional trader Kevin Davey take you through his proven method for creating an algorithmic trading strategy and walk away with actionable steps you can take to turn an idea into a trading system. Kevin Davey is the winner of the World Cup Championship of Futures Trading, and has partnered with QuantNews to teach quant traders his walk-forward testing strategy. For additional resources on algorithmic trading, python, machine learning, API, and more please visit https://www.quantnews.com/resources/ Remember that forex and CFD trading can result in losses that could exceed your deposited funds and therefore may not be suitable for everyone, so please ensure that you fully understand the risks involved. The guest speaker(s) is neither an employee, agent nor representative of FXCM and is therefore acting independently. The opinions given are their own, constitute general market commentary, and do not constitute the opinion or advice of FXCM or any form of personal or investment advice. FXCM neither endorses nor guarantees offerings of third party speakers, nor is FXCM responsible for the content, veracity or opinions of third-party speakers, presenters or participants. Any opinions, news, research, analyses, prices, or other information is provided as general market commentary, and does not constitute investment advice. FXCM will not accept liability for any loss or damage, including without limitation to, any loss of profit, which may arise directly or indirectly from use of or reliance on such information.
Views: 6146 Quant News
Algorithmic Trading is not Suitable for Retail and Private Traders
 
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Charlie Burton, trader and educator interviews John Mattingley, an independent trader. PLEASE LIKE AND SHARE so we can bring you more! A good discretionary trader makes up 4% a month - at least. Do banks really want to keep spending 25 million or 100 million a year on tech just to make very tiny nominal returns? What about the machines and artificial intelligence? If everything starts doing AI, then we will end up with flat markets or you will get huge swings in volatility. Related Videos Talking to John Mattingley on Forex Market Manipulation Part 1 https://www.youtube.com/watch?v=EELYLNxWrmU Algorithmic Trading is not Suitable for Retail and Private Traders https://www.youtube.com/watch?v=da-MXn4PlPo Interview with John Mattingley - An Independent Trader Part 1 https://www.youtube.com/watch?v=BZbPpbKEyZ0 Interview with Traders: Developing a Trading Style - Part 2 https://www.youtube.com/watch?v=cwO_qTkRn30
Views: 3289 UKspreadbetting
Man versus Machine: Will Algorithmic Trading Robots Take Over Humans?
 
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Man versus Machine. Corvin Codirla, ex-hedge fund manager comments. Would you agree that the real winners today are highly mathematical programmer computer scientist types? These are people who develop cold emotionless algorithms that don't make much profit each trade, actually tiny profit per trade, but by making thousands of trades a day, it all adds up to a lot. What is your opinion? This goes to this entire idea of algo, high frequency trading that is taking the media by storm and I think there is some confusion there. Why do people make so much of this computer stuff? We've been inundated by this artificial intelligence thing - that machines will start to learn and do phenomenal things. But those algorithms were written by humans! Most of what those systems do is eliminate inefficiencies in the markets.
Views: 7700 UKspreadbetting
Machine Learning for Algorithmic Trading | Part 2 Preparing Data and Training
 
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In Part 2, you will learn how to select the most important features to extract and clean your data. In this series, quantitative trader Trevor Trinkino will walk you through a step-by-step introductory process for implementing machine learning and how you can turn this into a trading algorithm using Python. Plus he will show you the process of tuning your parameters for better performance of your trading system. For additional resources on algorithmic trading, python, machine learning, API, and more please visit https://www.quantnews.com/resources/ Remember that forex and CFD trading can result in losses that could exceed your deposited funds and therefore may not be suitable for everyone, so please ensure that you fully understand the risks involved. The guest speaker(s) is neither an employee, agent nor representative of FXCM and is therefore acting independently. The opinions given are their own, constitute general market commentary, and do not constitute the opinion or advice of FXCM or any form of personal or investment advice. FXCM neither endorses nor guarantees offerings of third party speakers, nor is FXCM responsible for the content, veracity or opinions of third-party speakers, presenters or participants. Any opinions, news, research, analyses, prices, or other information is provided as general market commentary, and does not constitute investment advice. FXCM will not accept liability for any loss or damage, including without limitation to, any loss of profit, which may arise directly or indirectly from use of or reliance on such information.
Views: 4037 Quant News
Billionaire James Simons: Quantitative Investment Strategy, Career and Trading (2019)
 
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An interview and Q&A with billionaire and founder of the quantitative hedge fund Renaissance Technologies, James Simons. In this interview, James discusses his quantitative approach to investing and how this has evolved over his career. James also talks about fundamental trading and how his management style has helped make Renaissance Technologies so successful. Like if you enjoyed Subscribe for more:http://bit.ly/InvestorsArchive Follow us on twitter:http://bit.ly/TwitterIA Other great Stock Market Investor videos:⬇ Ray Dalio on Hedge funds, Success and Life/Work: http://bit.ly/RDVid1 Charlie Munger on Common sense and Investing:http://bit.ly/CMVid1 Video Segments: 0:00 Introduction 5:20 Were you precocious about business as a child? 7:06 When did you start thinking about business? 12:15 Your first investment was leveraged contracts on futures? 13:05 What got you interested in business? 15:13 Did any code breaking have applicability to finance? 17:40 Investing in foreign currency after Stoneybrook? 29:19 Interesting history? 31:34 Joining Stoney Brook mathematics department? 37:03 Leaving Stoney Brook to trade? 37:57 Fundamental trading technique? 39:54 Track record of Medallion fund? 44:28 How many employees do you have? 47:25 Employees are top of their field? 49:53 How do you manage lots of talented people? 52:42 A theory as to why Renaissance is so successful? 56:26 How did you know about the Bernie Madoff ponzi scheme? 1:03:01 The 2008 financial crisis? 1:08:47 Start of Q&A 1:09:14 Has the rise of computes in markets changed your perspective on fundamental investing? 1:11:11 Are quants destined to slowly drive themselves out of business? 1:12:47 What is your favourite algorithm? 1:13:59 How did you protect your intellectual capital? 1:16:52 The balance between improving your model and keeping it simple enough to understand? 1:18:12 Is Medalion the same as it was 10 years ago? 1:19:38 At any point in time did you doubt yourself? 1:21:48 Is your internal compass better than others? 1:23:53 Inductive or deductive driven investment strategy? 1:25:15 Have you encountered any unsolved finance problems? 1:26:20 Advice to future quants? Interview Date: 6th March, 2019 Event: S. Donald Sussman Fellowship Award Fireside Chat Original Image Source:http://bit.ly/JSimonsPic1 Investors Archive has videos of all the Investing/Business/Economic/Finance masters. Learn from their wisdom for free in one place. For more check out the channel. Remember to subscribe, share, comment and like! No advertising. #InvestorsArchive
Views: 16672 Investors Archive
Dirty Strategies in Algorithmic Trading: Momentum Ignition Strategy ⛏️
 
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Momentum Ignition Strategy http://www.financial-spread-betting.com/course/technical-analysis.html PLEASE LIKE AND SHARE THIS VIDEO SO WE CAN DO MORE! Understanding the Momentum Ignition Strategy that some HFT and Hedge Funds/Quants use. What is a Momentum Ignition Algo? We have those algos out there which are really abusive algos and operate on the verge of illegality in the eyes of the SEC But what is the Momentum Ignition Algorithm? Momentum Ignition Algorithm is a trading algorithm that attempts to encourage other participants to trade quickly causing a rapid price move. This algo will either go out there and spike price quickly in one direction over a certain level (we've seen retail versions of that in terms of stop hunting) or a burst of volume in one direction. Basically they're doing something that is going to induce other participants to trade off the back of that move. The way they profit from that is to be either pre-positioned (they already bought and create momentum on which they could sell) or they're going to fade that and trade a mean reversion trade. So they're kind of trying to spoof other algos to participate. Keep in mind that some high frequency trading (HFT) will utilise momentum ignition to spark the 'handle', other algorithmic trading companies may be in the hunt for such 'ignition' to handle from behind.
Views: 7938 UKspreadbetting
The Algorithmic Hedge Fund
 
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Speakers: Jonathan Larkin, Quantopian Christina Qi, Domeyard LP Any Weissman, Union Square Ventures
Views: 983 CB Insights
Hedge Fund Trading Secrets Trader Steve Cohen Documentary
 
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http://www.learncurrencytradingonline.com This is a documentary of Hedge funds and Hedge fund trader Steve Cohen called to Catch a Trader. An interesting look at Hedge funds and also the techniques employed by them in their strategies and how they make money - If you are interested in learning to trade Forex or any other financial markets this is a really good documentary on how the hedge funds operate and also the regulators who try and control them
Views: 49441 fxinfoonline
Oxford Algorithmic Trading Programme | Trailer
 
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Register now: https://goo.gl/85BWcE The Oxford Algorithmic Trading Programme will give you a comprehensive overview and understanding of the rules that drive successful algorithmic trading strategies, what drives successful hedge funds, as well as a grounded introduction to financial theory and behavioural finance. You will understand what biases are present in the market and how these behavioural traits create exploitable patterns. You will also observe a functional trend model in action and will discuss its applications to real-world market conditions - in six weeks, entirely online.
Views: 4029 GetSmarter Global
Algo Trading | Using Premium Order Flow Data with Dr. Ernie Chan
 
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We have teamed up with Dr. Ernest P. Chan*, an expert on computerized trading for an exclusive webinar to show you the results of his study on the power of using FXCM’s tick data combined with his Order Flow methodology which helps predict where you should position yourself in the market to take advantage of future price action. For additional resources on algorithmic trading, python, machine learning, API, and more please visit https://www.quantnews.com/resources/ Remember that forex and CFD trading can result in losses that could exceed your deposited funds and therefore may not be suitable for everyone, so please ensure that you fully understand the risks involved. *The guest speaker(s) is neither an employee, agent nor representative of FXCM and is therefore acting independently. The opinions given are their own, constitute general market commentary, and do not constitute the opinion or advice of FXCM or any form of personal or investment advice. FXCM neither endorses nor guarantees offerings of third party speakers, nor is FXCM responsible for the content, veracity or opinions of third-party speakers, presenters or participants. Any opinions, news, research, analyses, prices, or other information is provided as general market commentary, and does not constitute investment advice. FXCM will not accept liability for any loss or damage, including without limitation to, any loss of profit, which may arise directly or indirectly from use of or reliance on such information.
Views: 2009 Quant News
Stock Price Prediction | AI in Finance
 
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Can AI be used in the financial sector? Of course! In fact, finance was one of the pioneering industries that started using AI in the early 80s for market prediction. Since then, major financial firms and hedge funds have adopted AI technologies for everything from portfolio optimization, to credit lending, to stock betting. In this video, we'll go over all the different ways AI can be used in applied finance, then build a stock price prediction algorithm in python using Keras and Tensorflow. Code for this video: https://github.com/llSourcell/AI_in_Finance Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval More learning resources: https://hackernoon.com/unsupervised-machine-learning-for-fun-profit-with-basket-clusters-17a1161e7aa1 https://www.datacamp.com/community/tutorials/finance-python-trading http://www.cuelogic.com/blog/python-in-finance-analytics-artificial-intelligence/ https://www.udacity.com/course/machine-learning-for-trading--ud501 https://www.oreilly.com/learning/algorithmic-trading-in-less-than-100-lines-of-python-code Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693 Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w Hit the Join button above to sign up to become a member of my channel for access to exclusive content!
Views: 182663 Siraj Raval
The Dangers Of Algorithmic Trading In The Stock Market
 
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In this video we’re going to talk about the dangers of algorithmic trading in the stock market. Cathy O’Neil who is a former Wall Street quant made a great video recently that describes what algo’s are. And as it turns out, they’re just opinions embedded in math… This means they aren’t objective. Whatever opinions the creator has will be expressed in the algorithm itself. The issue here is that people tend to believe that algos in the market are perfect, because it’s pure objective data. But if algo’s express the opinion of the creator, there’s a lot of room for error. In fact, algo’s can heighten that error when it’s trying to optimize. Cathy makes a very distinct that the creator defines the success of the algo. And that definition is how the creator’s opinions slip in. The creator also curates the data. That has a big effect as well. These things together start having compounding effects as the algorithm gets optimized. The issue I see with this is how similar all the algos will be. Most algo creators come from schools like MIT and Stanford. So they all think the same. And they all work at similar funds. Which means they look at markets the same way and are likely optimizing for the same thing. That ends up making all the algos do the same thing at the same time. Which can be dangerous! We already see this in very sell off in the current market. If you watch carefully, you can see that once prices break a certain level in the market, it immediately shoots downward. And that’s because all the algo’s are kicking in with their selling at the same price. To learn more, make sure you watch the video above! And as always, stay Fallible out there investors! Follow AK Fallible on Twitter: https://twitter.com/akfallible And Instagram: https://www.instagram.com/fallible_money/ ***All content, opinions, and commentary by Fallible is intended for general information and educational purposes only, NOT INVESTMENT ADVICE.
Building Quant Equity Strategies in Python
 
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Presented by Dr. Jess Stauth Dr Jess Stauth, VP of Quant Strategy at Quantopian, former quant research analyst at StarMine, and former director of quant product strategy for Thomson-Reuters. Quantopian is the first algorithmic trading platform in the browser and a robust platform for writing algorithms, backtesting against over a decade of stock data, paper-trading, and live-trading through a brokerage account. Quantopian also hosts a strong community of quants and developers where members can learn from each other and collaborate. https://www.quantopian.com/
Views: 90600 Python Quants
This quants’ approach to algorithmic trading—Michael Halls-Moore, QuantStart
 
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EP 090: This quants’ approach to designing algo strategies—Michael Halls-Moore, of QuantStart For this episode I’m joined by Michael Halls-Moore, who runs QuantStart.com—a site well-known by many algorithmic traders. Prior to trading, Michael studied computational fluid dynamics and was the co-founder of a tech startup, before getting involved a small equity fund as a quant developer—where his key role was cleansing data. Now, independently, Michael trades his own short-term algorithmic strategies, consults to hedge funds on machine learning and quant infrastructure, and also has a keen interest in space exploration. We discussed a whole range of topics, including; the need for quality data, thinking about risk from a portfolio level, trading multiple automated strategies, the role of common sense in parameter optimization, learning to program, and more. - - - - - - LINKS - - - - - - · Show notes: https://chatwithtraders.com/ep-090-michael-halls-moore/ · More interviews: https://chatwithtraders.com · Free resources: https://chatwithtraders.com/resources · Sponsored by Tradovate: https://tradovate.com/traders · Twitter: https://twitter.com/chatwithtraders · Facebook: http://facebook.com/chatwithtraders · Instagram: https://instagram.com/chatwithtraders_ · Soundcloud: https://soundcloud.com/chat-with-traders · Stitcher: http://www.stitcher.com/podcast/chat-with-traders
Views: 24005 Chat With Traders
How I allocate my trading funds
 
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https://www.robothousetrading.com/welcome - General Info https://www.robothousetrading.com/members-forum/ - Join the community. Find me on Twitter: https://twitter.com/robothousetrade Just a quick one today. I've never really discussed how I allocate or distribute the money that I have for trading. And, I think it's pretty important. The capital that I have invested with my broker isn't insured (that I know of) and could be locked up or lost for a host of different reasons. Because of that, I think it make sense to proceed with caution when investing funds.
Views: 1660 Robot House of Forex
Can regular hedge funds outperform automated trading strategies?
 
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Joseph Waldstein, Portfolio Manager of SMN Investment Services GmbH, provides insight into quantitative trading relative to fundamental analysis. Can humans and machines co-exist, what’s the right approach and how does this impact sector-based trading and factor-based trading?
Views: 368 ContextTV
Rise.eco Rise STO - Democratizing Wealth by using A.I. algorithmic trading
 
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Sign-Up at www.RISE.eco now. Rise is a science-driven software technology company and innovator of machine learning and algorithmic trading systems. Rise’s AI-powered trading technology puts the power of Wall Street’s best financial and quantitative analysts into the hands of everyday investors. Rise’s time-tested trading technology is the power behind QUANTUMROCK, an exclusive German asset management firm with over $50,000,000 committed capital — outperforming the market since 2014. Rise was awarded as „Best European FinTech Asset Manager of 2016"​ and rated „The most innovative Professional Investment Product - Germany 2016"​ Rise’s vision is to bring advanced algorithmic trading to cryptocurrency markets and make this highly-profitable trading accessible to crypto investors via the RISE token. RISE investors receive regular payouts from Rise’s AI-powered ICO fund and licensing fees from banks and 3rd-party funds.
Views: 799949 Rise Technologies
Do Hedge Funds have an Edge on Retail Traders?
 
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Do Hedge Funds have an Edge on Retail Traders? Corvin Codirla, ex-hedge fund manager and independent traders comments. Discuss hedge funds strengths and weaknesses and how retail traders can compete. How can one identify and profit from institutional flows? How do the mindsets of institutional trading and retail/private traders differ? Yes, hedge funds have an information advantage. Regulation has become much tighter these days. Hedge funds also the technology to engage in certain trading activities that are difficult for retail traders. But if you look at all the big hedge funds; they all have mandates which restrict hedge funds on what they can try out. Being nimble and looking for opportunities all over the place is what a retail trader should do.
Views: 18102 UKspreadbetting
Private Equity Hedge Fund Forex Algorithm Cracks Currency Trading Code
 
05:36
Forex System Trader: http://successempires.com The Entire Forex System ($2,591 Value) 1) ALL Custom Indicators: including Renko/Range bar charts, Value Bands & Cycle Shift Indicators. ($1,997 Value) 2) Compatible with every version of MT4 today and in the future. (get 100% set up in a few minutes) ($97 Value) 3) Exclusive “Behind The Scenes” Insider Access To The Trading Inner Circle. (sneak-peak) ($497 Value) FREE BONUSES: (Get $1,091 Worth of Free Bonuses) Ongoing One On One Support 24/7 via email from traders with over a decade of trading experience. ($497 Value) Digital Resource Library revealing the best trading times, stop loss strategies, and more. ($297 Value) “Dynamic Money Management” Methods (ie: how to increase your share size on a trading winning streak) ($297 Value) TOP SECRET MYSTERY BONUS WORTH KILLING FOR… – (HINT: It’s Time Sensitive… but it’s Timeless.) (Do you know about hybrid Renko charts? PRICELESS!) forex trading, forex trading reviews, forex trading strategies, forex trading tutorial, forex trading training, forex brokers, forex trading system, forex rates, forex trading for beginners
Views: 3594 forexreviewsnow
No more mutual funds! The amazon of algo strategies is here | Stratshope for Zerodha clients
 
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Here's Prakash's review of https://stratshope.in India's first market place of active portfolio management services boosted by algotrading tools. He's one of your happy customers who was fed up with fake calls and mediocre mutual fund returns before he started using our services. You can ping him or us about our services and queries at 9005964325. To get discounts on your strategies, use Prakash's referral code: zD9GlnJLEmFZ9lm4A0jO If you want to publish our testimonials too, message us your emails in comments below. Happy trading!
Views: 115 stratshope
Forex Automated Trading Software – What Is The Best Automated Forex Trading Software?...
 
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Go Here ⇒ http://AlgoForexTrader.com Forex Automated Trading Software – What Is The Best Automated Forex Trading Software?… In this video I will share with you the best automated trading software I have found which utilizes forex automated trading strategies that work consistently. In the last decade the capital market has seen the emergence of a new type of system… the automated forex trading system which you may hear referred to as ‘algo trading’ or automated currency trading software. The best auto trading software is able to leverage a human’s ability thousands of times and provide substantial returns. The fully automated trading robot I recommend was designed and created by a very experienced trader, professional computer programmers that specialize in coding forex automated trading algorithms as well as mathematicians. One of the biggest benefits of an mt4 automated trading robot is that it is impervious to the emotions and feelings that can result in major losses in manual trading. The best automated forex trading robot artificial intelligence detects trading opportunities and performs investment activities in the capital market without any human intervention. This results in the type of forex trading automation that can produce monthly positive yields beyond what is possible with manual forex trading. Automated day trading software means the user is not required to have any previous knowledge, experience or time to allocate to the auto trading robot software. Not even a pre-existing understanding of the capital market. It is a completely automatic trading software. The alert system detects trading opportunities 24 hrs a day. Uninterrupted profits by effectively utilizing every moment of every day. Less risk per transaction with the best auto trading robot software through the dispersion of trades over a period of 24 hrs. Analyzing and assessing all parameters before opening a trade, performing activities solely based on data with the auto trading bot absent of any human emotion. Auto trading algorithms perfect accuracy regarding the opening and closing of trades within fractions of a second. You are still able to watch and follow along with account activity in real time while auto trading mt4 including open transactions, account history, automated trading mt4 closed trades, profit and loss of transactions etc. You can also intervene with a trade if you are more experienced. There is also a built-in automated trading forex lot size incrementor which increases your lot size as your account balance grows with profits. The best automated trading strategy is programmed to constantly update bourse information and analyze data according to predefined parameters. What is the best automated trading platform mt4 or mt5? In my experience mt4 is more suited to manual trading whereas mt5 is more suitable when learning how to automate trading strategies as it is simply a more robust platform for automated online trading with superior backtesting functionality. The best forex automated trading systems decides which commercial activities are worth performing at any given moment. The whole process from receiving the information, analyzing it and executing the trade may only last a few seconds with an automated forex trader software. Do automated trading systems work? The automatic trader has existed for more than a decade and has been used by large commercial entities such as banks, investment companies and hedge funds which still use automated forex trading strategies to this day. Thanks to the advent of the digital revolution and information era… private traders and investors now have commercial access to the best auto traders online. The best automated online trading software gives you the advantage to trade automatically 24/5 while the capital market is open which means more trades and more profits for you. Full liquidity independence. The best automated forex trading systems do not hold your funds. Your funds are held with a third party forex broker. There is comprehensive client control of personal assets and you can turn off the forex automated trader at any time and withdraw your profits or entire investment. If you are ready to get your hands on the best automated trading system for forex available online today then go ahead and visit our website to learn more and start enjoying the hands free passive profits from algorithmic forex trading automation: http://AlgoForexTrader.com Watch again: Forex Automated Trading Software – What Is The Best Automated Forex Trading Software?… https://www.youtube.com/watch?v=dLF929U6mek
Views: 2759 Blaze Marketing Tv
A $16B hedge fund CIO gives an easy explanation of quantitative trading
 
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Ryan Tolkin, the CIO of a $16 billion hedge fund Schonfeld Strategic Advisors, helped us understand what quantitative trading actually is. -------------------------------------------------- Follow BI Video on Twitter: http://bit.ly/1oS68Zs Follow BI on Facebook: http://bit.ly/1W9Lk0n Read more: http://www.businessinsider.com/ -------------------------------------------------- Business Insider is the fastest growing business news site in the US. Our mission: to tell you all you need to know about the big world around you. The BI Video team focuses on technology, strategy and science with an emphasis on unique storytelling and data that appeals to the next generation of leaders – the digital generation.
Views: 12621 Business Insider
The 7 Reasons Most Machine Learning Funds Fail Marcos Lopez de Prado from QuantCon 2018
 
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This talk, titled The 7 Reasons Most Machine Learning Funds Fail, looks at the particularly high rate of failure in financial machine learning. The few managers who succeed amass a large number of assets, deliver consistently exceptional performance to their investors. However, that is a rare outcome. This presentation will go over the 7 critical mistakes underlying most financial machine learning failures based off of Marcos López de Prado’s experiences and observations. To learn more about Quantopian, visit http://bit.ly/mlqc2018. The slides for this presentation can be found at http://bit.ly/2DyUNdc. Bio of the Speaker: Dr. Marcos López de Prado is the chief executive officer at True Positive Technologies LP. He founded Guggenheim Partners’ Quantitative Investment Strategies (QIS) business, where he applied cutting-edge machine learning to the development of high-capacity strategies that delivered superior risk-adjusted returns. After managing up to $13 billion in assets, López de Prado acquired QIS and successfully spun out that business in 2018. López de Prado is a research fellow at Lawrence Berkeley National Laboratory (U.S. Department of Energy, Office of Science). A top 10-most-read author in finance based on SSRN's rankings, he has published dozens of scientific articles on machine learning and supercomputing and holds multiple international patent applications on algorithmic trading. Marcos earned a Ph.D. in Financial Economics (2003), a Ph.D. in Mathematical Finance (2011) from Universidad Complutense de Madrid, and is a recipient of Spain's National Award for Academic Excellence (1999). He completed his post-doctoral research at Harvard University and Cornell University. Disclaimer Quantopian provides this presentation to help people write trading algorithms - it is not intended to provide investment advice. More specifically, the material is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory or other services by Quantopian. In addition, the content neither constitutes investment advice nor offers any opinion with respect to the suitability of any security or any specific investment. Quantopian makes no guarantees as to accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.
Views: 6269 Quantopian
Algorithmic Trading Strategies
 
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Systematic Quant funds are a rapidly rising part of the hedge fund and smart beta world. Although there is a large focus on high-frequency by academics, medium-to-low frequency algo trading accounts for over $350bn AUM and is the highest growth segment of the HF world. This algorithmic trading course covers the underlying principles behind algorithmic trading, including analyses of trend-following, carry, value, mean-reversion, and relative value strategies. Link to Course: https://www.experfy.com/training/courses/algorithmic-trading-strategies Follow us on: https://www.facebook.com/experfy https://twitter.com/experfy https://experfy.com
Views: 205 Experfy
What is the daily life of a hedge fund manager like?
 
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What is the daily life of a hedge fund manager like? Corvin Codirla, ex-hedge fund manager and independent traders comments. It depends on the kind of trading you do. For systematic trading (and that means fully automated machines) it was ensuring that the machines were executing the orders they were supposed to execute. Then it was about finding time to improve the system, client meetings, filling due diligence forms and then meetings with lawyers and administrators. At the end its a job! What would be your advice for someone who is looking to break into the hedge fund world?
Views: 44229 UKspreadbetting
Billionaire Cliff Asness: Momentum Trading, Investor Psychology and Hedge Funds
 
01:22:20
An interview with billionaire quantitative investor and co-founder of AQR Capital Management, Cliff Asness. In this interview, Cliff discusses his momentum trading strategy and how to exploit other investors psychology. Cliff also talks about the worth of Hedge Funds, Bubbles and Liberty.📚Books by Cliff Asness and books on him are located at the bottom of the description❗ Like if you enjoyed Subscribe for more:http://bit.ly/InvestorsArchive Follow us on twitter:http://bit.ly/TwitterIA Other great Stock Market Investor videos:⬇ Ray Dalio on Hedge funds, Success and Life/Work: http://bit.ly/RDVid1 Charlie Munger on Common sense and Investing:http://bit.ly/CMVid1 Billionaire James Simons: Conquering Wall Street with Mathematics:http://bit.ly/JSVidIA Video Segments: 0:00 Introduction 0:18 Momentum trading strategy? 0:44 What returns could you earn? 1:19 Why is it larger for small stocks? 2:06 Why doesn't everyone follow this strategy? 4:00 Whats the human imperfection that allows your strategy to work? 8:05 Price reversal in the long term and overreaction in the short term? 10:38 Psychology of overreaction? 15:26 Discipline to do momentum investing? 16:32 Does Eugie Farma admit you are right? 20:01 Risk doesn't explain anything about asset prices? 23:38 Are there more market inefficiencies to be found? 25:19 Afraid of leverage? 28:32 What is likely to be a bubble? 33:28 Less worried than I am? 34:58 World biggest bond bubble? 38:35 Overrated or underrated? 40:31 Extreme outlier that is a superior performer? 44:14 Most common investment mistake of laymen? 46:35 How to make securities trading more just and fair? 50:02 Are hedge fund returns worth it? 54:43 An individual who has promoted liberty that is most undervalued? 55:50 What side of Ayn Rand philosophy is the weakest? 58:29 Hidden influence? 1:02:18 What should policy makers better understand about the financial markets? 1:06:21 Start of Q&A 1:06:39 Will the industry open up to non accredited investors? 1:08:13 Who are on the opposite end of the trade? 1:14:45 Biotech trend? 1:16:43 Economics and super heros? 1:18:55 Passive gives more potential for active managers? Cliff Asness Books 🇺🇸📈 (affiliate link) Short Selling http://bit.ly/ShortSellingCA The Quants:http://bit.ly/TheQuants Interview Date: 18th November, 2015 Event: Mercatus Centre Original Image Source:http://bit.ly/CAsnessPic7 Investors Archive has videos of all the Investing/Business/Economic/Finance masters. Learn from their wisdom for free in one place. For more check out the channel. Remember to subscribe, share, comment and like! No advertising. #InvestorsArchive
Views: 7840 Investors Archive
Algo Trading | Introduction to Machine Learning with CloudQuant
 
01:16:34
Watch this webinar for an introduction to machine learning. Learn about the basic terminology of machine learning and how to give your algorithmic trading strategy the ability to learn from data. For additional resources on algorithmic trading, python, machine learning, API, and more please visit https://www.quantnews.com/resources/ Remember that forex and CFD trading can result in losses that could exceed your deposited funds and therefore may not be suitable for everyone, so please ensure that you fully understand the risks involved. The guest speaker(s) is neither an employee, agent nor representative of FXCM and is therefore acting independently. The opinions given are their own, constitute general market commentary, and do not constitute the opinion or advice of FXCM or any form of personal or investment advice. FXCM neither endorses nor guarantees offerings of third party speakers, nor is FXCM responsible for the content, veracity or opinions of third-party speakers, presenters or participants. Any opinions, news, research, analyses, prices, or other information is provided as general market commentary, and does not constitute investment advice. FXCM will not accept liability for any loss or damage, including without limitation to, any loss of profit, which may arise directly or indirectly from use of or reliance on such information.
Views: 2020 Quant News
Machine Learning Funds in Social Trading - Etoro
 
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The CopyFunds Page: https://etoro.tw/2xdo7Vn Machine learning is now being used in trading to try to harness the power of algorithms and big data to predict moves in the money markets and outperform human traders. All trading involves risk. Only risk capital you’re prepared to lose. Past performance is not an indication of future results. This content is for educational purposes only and is not investment advice. Many of the big banks are already using machine learning coupled with High Frequency trading (HFT) to make a lot of money, and now Etoro is offering some copyfunds with machine learning involved.They're still expensive, but it's an interesting development. Algorithmic trading (bots) is something lots of people would like to take advantage of, and it's what I was looking for in the first place - now there is at least some access to algorithm-based investment funds.
Views: 834 Social Trading Vlog
ETF Trend Trading
 
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http://www-etftrendtrading.com/ ETF Trend Trading is an effective trading system that utilizes ETF, or Exchange Traded Funds, as a trading instrument.
Views: 700 jayvisaya
Tip TV Hedge: Linear Talk ep. 15 - Brexit impact on Hedge Funds, and Algo trading the DAX
 
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In episode 15 of the Tip TV - Linear Talk Hedge Show, we discuss the possible impact of Brexit in the Hedge Fund Industry, the performance and trends in the Hedge Fund sector in the month of August, and look at the performance, and strategy of a DAX Futures only algo trading fund, with Colin Lloyd, Author of Macro Investment Letter Service ‘In the Long Run’, Damian Taylor - Partner & CIO at McLean Capital Management, Hubert Van Den Bergh - Partner & CEO at McLean Capital Management, and Dominic Hobson - Co-Lead, McLagan Investment Services. Tip TV Finance is a daily finance show based in Belgravia, London. Tip TV Finance prides itself on being able to attract the very highest quality guests on the show to talk markets, economics, trading and investing, keeping our audience informed via insightful and actionable infotainment. See More At: www.tiptv.co.uk Twitter: @OfficialTipTV Facebook: https://www.facebook.com/officialtiptv
Views: 108 Linear Talk
Automated Trading and Managed Funds
 
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Brief overview on 2 new services (Automated Trading & Manged Funds) being offered by FXB Africa. Register here http://bit.ly/man_fund for this free live webinar where you will be shown how you can consistently make money in the Forex Market with Low Risk
Views: 233 Forex Wealth
Strategies Hedge Funds use to Trade on News Events
 
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Do Hedge Funds Trade News Events? Corvin Codirla, ex-hedge fund manager and trader comments. Some hedge funds will try to anticipate what the news will be. Classic example the Non-Farm Payrolls. Can you have a model that takes various data from various sources and you come up with a figure yourself? If you want to trade news, you have to go deep and low-level. You can't just rely on published figures. What strategies do hedge funds use to trade on news events?
Views: 4395 UKspreadbetting
Live Trading Amazon for Hedge Funds Sell $580
 
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https://stockmarketLIVE.TV stock market Live News. Live streaming trading. Live stock forecasts. Trading Courses. Live Earnings Calls. Markets Live Analysis. Algorithmic trading. Our clients include prominent hedge funds and investment banks. Learn how to invest in the markets with the best in the world including live trade alerts. FULL CONTENT RECORDED LIVE! Full historical track record available on the website.
Views: 100 Alex Vieira
Machine Learning and Pattern Recognition for Algorithmic Forex and Stock Trading: Intro
 
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Welcome to the Machine Learning for Forex and Stock analysis and algorithmic trading tutorial series. In this series, you will be taught how to apply machine learning and pattern recognition principles to the field of stocks and forex. The file: http://sentdex.com/GBPUSD.zip This is especially useful for people interested in quantitative analysis and algo trading. Even if you are not, the series will still be of great use to anyone interested in learning about machine learning and automatic pattern recognition, through a hands-on tutorial series. Sentdex.com Facebook.com/sentdex Twitter.com/sentdex
Views: 188063 sentdex
What Do Hedge Funds Think of Technical Analysis?
 
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What do hedge funds think of technical analysis? Corvin Codirla, ex-hedge fund manager and independent traders comments. Do you need to be good at maths to make money trading? Why aren't economists wealthy / successful investors? Or are they? Some of them love it and some of them hate it. It also depends what you mean by technical analysis. If technical analysis means optically looking at charts and looking for patterns like head and shoulders..etc it becomes very difficult to test. If something cannot be written down in a set of rules, then it is not useful. Others will argue that technical analysis is more of an art than a science. Knowing maths doesn't necessarily make you smart.
Views: 31767 UKspreadbetting
Learn Trading Strategy Design | Saurabh Lohiya | Algo Tech. Developer & Founder, Algoji
 
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Quantitative systems are used by some of the most legendary fund managers of the hedge fund world like Jim Simmons whose returns in his Medallion fund is the benchmark for the rest of the industry. Systematic trading is not only disciplined but highly scalable in terms of assets under management. This course gives you a breathtaking insight into the rarefied word of quantitative finance. Come learn how to build and apply great trading systems in your own trading on https://learnapp.co Saurabh Lohia - Systems developer extraordinaire. He builds trading systems for hedge funds & high networth individuals and is founder of Algoji. In this course you will learn:- 1)The process 2)Option trading strategy 3)Equity futures trading strategy 4)Execution strategy https://www.facebook.com/LearnApp/ Like us on Facebook https://www.instagram.com/learnapp_co/ Catch us on Instagram https://twitter.com/LearnApp_co Follow us on Twitter
Views: 1607 LearnApp
Goldstein Group : Realnavigator full automated FOREX Trading System
 
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Algorithmic trading, also called automated trading, black-box trading, or algo trading, is the use of electronic platforms for entering trading orders with an algorithm which executes pre-programmed trading instructions whose variables may include timing, price, or quantity of the order, or in many cases initiating the order by a "robot", without human intervention. Algorithmic trading is widely used by investment banks, pension funds, mutual funds, and other buy-side (investor-driven) institutional traders, to divide large trades into several smaller trades to manage market impact and risk.Sell side traders, such as market makers and some hedge funds, provide liquidity to the market, generating and executing orders automatically. https://www.facebook.com/GoldsteinGroup
Views: 494 Serkan Demirezen