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Introduction to FOREX Data Mining
 
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In this public webinar you will get an introduction to FOREX Data Mining with WEKA using several algorithms and sample data.
Turning to data for a trading edge · Dave Bergstrom, quant trader
 
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EP 103: Escaping randomness, and turning to data for an edge w/ Dave Bergstrom On this episode, I’m joined by a quant trader who works at a high frequency trading firm—though you might be surprised to hear, he started out on the same path that many retail traders do—his name is; Dave Bergstrom. The thing that makes Dave unique from most traders who’ve been on this podcast previously, is how he uses data-mining techniques to develop trading strategies. Though data-mining, in trading, often has a negative connotation attached to it, Dave believes this stems from bad practices and poor evaluation of methods. In addition to the above and ways to reduce curve-fitting, we talk about escaping randomness, learning to write code, Dave’s three laws for strategy development, setting expectations and plenty more. -- Show notes: https://chatwithtraders.com/ep-103-dave-bergstrom/
Views: 13096 Chat With Traders
Betfair trading strategies - How to approach Data Mining
 
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It's great looking at historical data, but it can be misleading. After having a conversation this week with somebody about the positive and negative aspects of data mining, I thought I'd give you my views on the subject.
Views: 4073 betangeltv
Boston Data Mining | Applying Machine Learning and Science to Trading Decisions
 
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Title & Abstract : "Applying Machine Learning and Science to Trading Decisions" From the view point of a Quantitative Global Macro Investor, the speaker will go over: - Why investors and traders use stop-levels instead of hypothesis tests to exit trades? - Why are the best trading strategies discovered in the search for the surprisingly mundane? - Why searching for profitable strategies leads to bad strategies (and it’s not because of overfitting)? This talk will take a clear look into trade sizing covering Kelly Criterion to the fat tails of the Sharpe Ratio and Correlations that no one talks about in the world of finance and investing. The talk is open to all audiences with an interest in investing. Working examples (IPython/Jupyter Notebooks) will be provided to all that attend and who want to roll up their sleeves and do some python (doing math is always encouraged but optional). The speaker would love to learn more about what parts of the investment process our members are excited about to tailor the presentation material better. The speaker has created a short survey for members who are interested in participating. About Speaker: Sean Kruzel is the Founder and CEO of Astrocyte Research, Inc. Prior to launching his company, Sean worked for large financial institutions and hedge funds where he collaborated in the area of Quantitative Global Macro Strategy and worked as an analyst in fixed income relative-value setting . As CEO of Astrocyte Research, he is currently working towards creating data-driven analysis and frameworks for investors using a combination of industry best practices, novel sources of information and state of the art computation infrastructure. Sean holds a double degree in Mathematics and Economics from Massachusetts Institute of Technology. Fore more info: http://www.meetup.com/Boston-Data-Mining/events/232742130/
Views: 1319 Open Data Science
Exploiting Big Data Analytics in Trading
 
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Presentation held by Jose A, Guerrero-Colon, Senior Data Scientist at the QuanTech Conference in London, April 22, 2016. Jose highlights the key Capabilities of RavenPack Data and a couple of use-cases. RavenPack's white papers are available on ►https://www.ravenpack.com/research/browse/ Visit us at ►https://www.ravenpack.com/ Follow RavenPack on Twitter ► https://twitter.com/RavenPack #RavenPack #finance #sentiment #newsanalytics #bigdata #quant
Views: 1028 RavenPack
Algo Trading Based on Data Mining: Returns up to 341.94% in 1 Year
 
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In this 1 Year forecast for the High Volume Stocks Package, there were many high performing trades and the algorithm correctly predicted 9 out 10 trades. The top-performing prediction in this forecast was NKTR, which registered a return of 341.94%. Other notable stocks were SGMS and NRG with a return of 127.07% and 87.78%. The package had an overall average return of 69.41%, providing investors with a premium of 43.12% over the S&P 500’s return of 26.29% during the same period. Read Full Article Here: https://iknowfirst.com/fr-algo-trading-based-on-data-mining-returns-up-to-341-94-in-1-year Follow us on: Twitter: https://twitter.com/i_Know_First Facebook: https://www.facebook.com/IKnowFirst.stock.market.forecast/ LinkedIn: https://www.linkedin.com/company/i-know-first-daily-market-forecast/ Google+: https://plus.google.com/+Iknowfirst-stock-market-forecast
Bootstrap aggregating bagging
 
03:00
This video is part of the Udacity course "Machine Learning for Trading". Watch the full course at https://www.udacity.com/course/ud501
Views: 61972 Udacity
How to: Fortnite Datamining - Fortnite Datamining Tutorial (Working)
 
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EDIT: UE4 Version 4.19 is much better for doing this, use 4.19 and NOT 4.16 instead. DATAMINER DOWNLOAD - http://www.gildor.org/en/projects/umodel WHERE TO LOCATE FILES - C:\Program Files\Epic Games\Fortnite AES KEY V5.40 - 0x81c42e03b21760a5c457c8db7d52ba066f0633d0891fd9e37cf118f27687924a REDDIT LINK - https://www.reddit.com/r/FortNiteBR/comments/8ijkll/how_to_datamine_fortnite/ If you enjoyed this video and want to see more guides on fortnite, go ahead and drop this video a thumbs up, and leave a comment asking what you want me to cover next. This video is going to go over how to datamine fortnite, and is a definitive guide of datamining fortnite.
Views: 44585 Vercyx
The Do's and Don't's of Quant Trading
 
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The best advice on how to thrive, or at least survive, in the increasingly competitive world of quantitative trading. Topics include optimal leverage, performance momentum, infrastructure investment, strategies selection, and collaboration. Dr. Ernest Chan is the Managing Member of QTS Capital Management, LLC., a commodity pool operator and trading advisor. He began his career as a machine learning researcher at IBM’s Human Language Technologies Group, and later joined Morgan Stanley’s Data Mining Group. He was also a quantitative researcher and proprietary trader for Credit Suisse. Ernie is the author of “Machine Trading”, “Algorithmic Trading”, and “Quantitative Trading”, all published by Wiley, and a popular financial blogger at epchan.blogspot.com. He also teaches at the Master of Science in Predictive Analytics program at Northwestern University. He received his Ph.D. in theoretical physics from Cornell University. 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: 5930 Quantopian
Top 5 Algorithms used in Data Science | Data Science Tutorial | Data Mining Tutorial | Edureka
 
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( Data Science Training - https://www.edureka.co/data-science ) This tutorial will give you an overview of the most common algorithms that are used in Data Science. Here, you will learn what activities Data Scientists do and you will learn how they use algorithms like Decision Tree, Random Forest, Association Rule Mining, Linear Regression and K-Means Clustering. To learn more about Data Science click here: http://goo.gl/9HsPlv The topics related to 'R', Machine learning and Hadoop and various other algorithms have been extensively covered in our course “Data Science”. For more information, please write back to us at [email protected] Call us at US: 1800 275 9730 (toll free) or India: +91-8880862004
Views: 93585 edureka!
Predicting Stock Prices - Learn Python for Data Science #4
 
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In this video, we build an Apple Stock Prediction script in 40 lines of Python using the scikit-learn library and plot the graph using the matplotlib library. The challenge for this video is here: https://github.com/llSourcell/predicting_stock_prices Victor's winning recommender code: https://github.com/ciurana2016/recommender_system_py Kevin's runner-up code: https://github.com/Krewn/learner/blob/master/FieldPredictor.py#L62 I created a Slack channel for us, sign up here: https://wizards.herokuapp.com/ Stock prediction with Tensorflow: https://nicholastsmith.wordpress.com/2016/04/20/stock-market-prediction-using-multi-layer-perceptrons-with-tensorflow/ Another great stock prediction tutorial: http://eugenezhulenev.com/blog/2014/11/14/stock-price-prediction-with-big-data-and-machine-learning/ This guy made 500K doing ML stuff with stocks: http://jspauld.com/post/35126549635/how-i-made-500k-with-machine-learning-and-hft Please share this video, like, comment and subscribe! That's what keeps me going. and please support me on Patreon!: https://www.patreon.com/user?u=3191693 Check out this youtube channel for some more cool Python tutorials: https://www.youtube.com/watch?v=RZF17FfRIIo Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Views: 461365 Siraj Raval
How to Use Sharescope Trading Software UK/US
 
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http://www.fintrader.net Vince Stanzione shows how to use sharescope to filter new opportunities. Sharescope trading systems, sharescope charting software. Best charts for UK market. Investment software for UK. Financial spread betting software. Vince Stanzione system. Sharescope award winning software that helps pick shares.Award winning trading and investment Software for UK, NYSE, NASDAQ, world indices and FOREX, FREE download available Sharescope ShareScope offers complete stock market data and analysis to track portfolios and analyse market trends. Vince Stanzione recommends sharescope and has been a user for over 13 years.I use the Sharescope Gold software for end of day data. It offers data on Shares, Indices, Investment Trusts, Gilts, Commodities, ETF's, Forex and just about anything you can imagine. It literally has tens of thousands of charts. Not only is it charting software but you can also get in depth information about individual companies including all sorts of ratios along with standard balance sheet information. Sharescope data mining Data Mining' feature where you can instantly search through thousands of shares to find ones that match certain adjustable filters. You can have as many or as few filters you like and if there isn't one there that you like you can contact support via the Sharescope Forum and I am sure they will happily help. Sharescope gold, Should I use sharescope plus or sharescope pro? sharescope vince stanzione review. Sharescope award winning software used by Vince Stanzione system, students. using sharescope on a mac
Swing Zone Trading using data mining
 
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Join us as we look at swing trading the forex markets for week 3.28.16. We are looking at a lot of good shorting opportunities using price action trading and selling pull backs in the direction of trend. Learn: We have something for everyone, from the brand new to the seasoned trader. We teach it bar by bar reading and how to use price action zones of support resistance and supply demand levels in your trading. We incorporated multiple time frames (fractal) approach to show you how to trading and how to trade zones really well. With a mixture of volume and price action, We will show you how to define trend and use a 3 trend following trading setups using the basics of technical analysis and price action. This can all seem very complex. To learn the basics we have a simple, value packed 4 week online course for you at http://www.apazones.com/price-action-landing-page Analyze Patterns: In essence, what is price telling me in the areas that are important, and what do I do with that information? We will show you. You can use this approach for stocks, options, futures and forex trading. It works best for swing trading and day trading applications. We use over 5 basic price action and volume criteria to show you where is High and Low in the market, what direction and when and where it goes into range, consolidation, or choppy market conditions. Trade Strategy: This is the fun part, where you get to apply everything you have learned and trade with your strategy. We can teach you how to develop your personal trade plan. We use low risk, specially picked trades with good trade management based on zone trading techniques. Then practice makes perfect and takes time spend in front of the screens. We recommend minimum 6 month trading sim before going live, but it's is up to you and depends on how much experience you have. We have a one-on-one mentorship program to teach you both sim and live to give you the best opportunity possible for success. Want The Best? See details at http://www.apazones.com/elite Community: Trading should not be done alone. We have a free live trading room available, sign up for it at http://www.apazones.com/ also…. Check out more at https://apazones.com. and don't forget to subscribe to our youtube channel for more Free Trading Tips and Market analysis. Other helpful links: https://apazones.com/price-action-landing-page If price action is new to you https://apazones.com/trader-interviews/ - traders interviews with real traders with decades of experience https://join.skype.com/x4BdBWecJC0B - Open Community for all investors, swing traders, and day traders. https://apazones.com/elite -The Best Trading System & Education Available Trading is Risky. Please check out our full disclosure here: https://apazones.com/disclosure/
Views: 591 APA Zones
Twitter Sentiment Analysis - Learn Python for Data Science #2
 
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In this video we'll be building our own Twitter Sentiment Analyzer in just 14 lines of Python. It will be able to search twitter for a list of tweets about any topic we want, then analyze each tweet to see how positive or negative it's emotion is. The coding challenge for this video is here: https://github.com/llSourcell/twitter_sentiment_challenge Naresh's winning code from last episode: https://github.com/Naresh1318/GenderClassifier/blob/master/Run_Code.py Victor's Runner up code from last episode: https://github.com/Victor-Mazzei/ml-gender-python/blob/master/gender.py I created a Slack channel for us, sign up here: https://wizards.herokuapp.com/ More on TextBlob: https://textblob.readthedocs.io/en/dev/ Great info on Sentiment Analysis: https://www.quora.com/How-does-sentiment-analysis-work Great sentiment analysis api: http://www.alchemyapi.com/products/alchemylanguage/sentiment-analysis Read over these course notes if you wanna become an NLP god: http://cs224d.stanford.edu/syllabus.html Best book to become a Python god: https://learnpythonthehardway.org/ Please share this video, like, comment and subscribe! That's what keeps me going. Feel free to support me on Patreon: https://www.patreon.com/user?u=3191693 Two Minute Papers Link: https://www.youtube.com/playlist?list=PLujxSBD-JXgnqDD1n-V30pKtp6Q886x7e Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Views: 215521 Siraj Raval
EURUSD H4 Data Mining
 
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I present a sample EURUSD data on H4 chart for the past +10 years, then I walk you through a Python script to analyze the data with basic Machine Learning. Data: https://www.kaggle.com/algonell/eurusd-h4 Script: https://www.kaggle.com/algonell/d/algonell/eurusd-h4/eurusd-h4-trend-classification
Statistical Analysis and Data Mining
 
01:00:52
Statistical Analysis and Data Mining This webinar discuss the ability to analysis statistical performance information from historical market data based on any trading indicator or concept.
Views: 2683 TradeStation
Trade Miner Review By Mike At Orderflows Market Analysis Data Mining Software
 
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http://www.orderflows.com/2017/02/12/find-high-percentage-trades-quickly/ I just wanted to tell you about this market software research tool you might be interested in. Everyone talks about finding high percentage trades, the trades with the 4-1 reward to risk ratio and so on then just leave you to it. What this software does is it finds you high percentage trades and show you the success rate in the past, the average profit per trade and much more. At a click of a button you will know what futures contract, stock or forex pair to buy (or sell), when to buy (or sell), the trade's winning percentage and average profit. Recently I did a webinar about it explaining how a trader can use it to research and find very profitable trades. You can watch the replay here and learn more about the software. One of the best part is the price. All too often software comes on the market for traders and it is priced at $500, $1000 and more, but this software you can get for as low as $97, but honestly there is a better deal which I tell you about to save you a little more money! It is very rare that I promote another trading software product but I have to be honest and tell you that this software can really open your eyes to some amazing trading opportunities. CFTC Rules 4.41: Hypothetical or Simulated performance results have certain limitations, unlike an actual performance record, simulated results do not represent actual trading. Also, since the trades have not been executed, the results may have under-or-over compensated for the impact, if any, of certain market factors, such as lack of liquidity. Simulated trading programs in general are also subject to the fact that they are designed with the benefit of hindsight. No representation is being made that any account will or is likely to achieve profit or losses similar to those shown. Disclaimer: This presentation is for educational and informational purposes only and should not be considered a solicitation to buy or sell a futures contract or make any other type of investment decision. Futures trading contains substantial risk and is not for every investor. An investor could potentially lose all or more than the initial investment. Risk capital is money that can be lost without jeopardizing ones financial security or life style. Only risk capital should be used for trading and only those with sufficient risk capital should consider trading. Past performance is not necessarily indicative of future results.  Risk Disclosure: Futures and forex trading contains substantial risk and is not for every investor. An investor could potentially lose all or more than the initial investment. Risk capital is money that can be lost without jeopardizing ones’ financial security or life style. Only risk capital should be used for trading and only those with sufficient risk capital should consider trading. Past performance is not necessarily indicative of future results. Hypothetical Performance Disclosure: Hypothetical performance results have many inherent limitations, some of which are described below. no representation is being made that any account will or is likely to achieve profits or losses similar to those shown; in fact, there are frequently sharp differences between hypothetical performance results and the actual results subsequently achieved by any particular trading program. One of the limitations of hypothetical performance results is that they are generally prepared with the benefit of hindsight. In addition, hypothetical trading does not involve financial risk, and no hypothetical trading record can completely account for the impact of financial risk of actual trading. for example, the ability to withstand losses or to adhere to a particular trading program in spite of trading losses are material points which can also adversely affect actual trading results. There are numerous other factors related to the markets in general or to the implementation of any specific trading program which cannot be fully accounted for in the preparation of hypothetical performance results and all which can adversely affect trading results.
Views: 2163 Order Flows
DATA & ANALYTICS: Analyzing 25 billion stock market events in an hour with NoOps on GCP
 
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Recorded on Mar 23 2016 at GCP NEXT 2016 in San Francisco. Watch how FIS & Google are working to build a next-generation stock market reconstruction system that aims to bring transparency to the US financial markets and drive innovation across financial services. In this video we dive into the proposed system architecture and show how products like Cloud Bigtable, Cloud Dataflow and BigQuery enable this process. As part of the exercise, we ran a load test to process, validate, and link 25 billion US equities and options market events in 50 minutes, generating some impressive statistics in the process. Speakers: Neil Palmer and Todd Ricker from FIS and Carter Page from Google.
Views: 19295 Google Cloud Platform
Finding Patterns:  Machine Learning for Automated Trading in Forex and Stocks Part 5
 
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This video has us beginning to build our comparison ability, which will be used in pattern recognition. This part could be done in a logarithmic fashion, but we're going to try to keep things as simple as possible! 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. This is especially useful for people interested in quantitative analysis and algo or high frequency 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: 30334 sentdex
How to Predict Stock Prices Easily - Intro to Deep Learning #7
 
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We're going to predict the closing price of the S&P 500 using a special type of recurrent neural network called an LSTM network. I'll explain why we use recurrent nets for time series data, and why LSTMs boost our network's memory power. Coding challenge for this video: https://github.com/llSourcell/How-to-Predict-Stock-Prices-Easily-Demo Vishal's winning code: https://github.com/erilyth/DeepLearning-SirajologyChallenges/tree/master/Image_Classifier Jie's runner up code: https://github.com/jiexunsee/Simple-Inception-Transfer-Learning More Learning Resources: http://colah.github.io/posts/2015-08-Understanding-LSTMs/ http://deeplearning.net/tutorial/lstm.html https://deeplearning4j.org/lstm.html https://www.tensorflow.org/tutorials/recurrent http://machinelearningmastery.com/time-series-prediction-lstm-recurrent-neural-networks-python-keras/ https://blog.terminal.com/demistifying-long-short-term-memory-lstm-recurrent-neural-networks/ Please subscribe! And like. And comment. That's what keeps me going. Join other Wizards in our Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 music in the intro is chambermaid swing by parov stelar Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
Views: 408438 Siraj Raval
Smart Trader (Twitter Datamining for Profiting on Real Time News Events)
 
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Discussion: A week or so ago I posted a message to our free usergroup (linked below) about a Predictive Market Analysis concept that could be used in conjunction with Smart Volume Analysis using real time activity from social media sites such as twitter. Such a system might be used to exploit news events for profit. A proof of concept example such as the one shown here could be the basis for such a system. The idea is to let machines score hashtags by region as they come in. Example. An Earthquake just hit Japan the system would start receiving a large number of related hashtags and once it breached a threshold it would alert you that an Earthquake likely just hit Japan. You could then open or close trades accordingly. Join us to discuss Smart Volume Analysis and Trading (Free) Here: https://plus.google.com/communities/105387595221569368907 Note: The video is a visual representation of how the system might look/work only. (Music is original and was created by me using Reason)
Views: 961 Smart Traders
Analyze Stock Data with Microsoft Excel
 
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Visualization of data is a powerful method to see trends and make decisions. Microsoft Excel trending capabilities are tools to visualize large data sets, such as financial information on company performance.
Views: 10942 APMonitor.com
Seeking PCA, Markov, data mining examples for automated trading model profits
 
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http://quantlabs.net/membership.htm http://www.meetup.com/quant-finance http://www.meetup.com/R-Matlab-Users/
Views: 399 Bryan Downing
David Aronson of Hood River on data mining & Hurst signals - at The Trading Show Chicago 2013
 
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David Aronson, President of Hood River Research, gave a presentation at The Trading Show Chicago 2013 on the topic, 'Rapid identification of non-redundant predictors with data mining bias correction and its application to extreme Hurst signals.' The Trading Show Chicago 2013 was attended by traders, exchanges, funds and investors, with key topics including high frequency trading (HFT), exchange technology and quantitative investment. For more information, go to www.terrapinn.com/tradingchicago. Or, check out our blog at blogs.terrapinn.com/total-trading for up to date information on the trading industry.
Views: 1721 Total Trading
WELCOME TO STOOTS - Football Data Mining Service
 
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Welcome to Stoots - http://stats.stoots.com/ - football data mining service for smarter decisions. How to handle pre-match football trading? How to make money through it? Subscribe us! My name is Mark, your host and I'm here to give you a look at what our Stoots data mining service can do and help you to get the data you need to gain an edge in football trading, betting and analysis. We are developing a data mining software & tools to help you be better informed & make smarter, profitable decisions! Check our page at http://www.stoots.com/ and read our blog at http://www.stoots.com/news-blogs/! It's football! It's fun! Welcome!
Views: 249 TheStoots
Data Mining with WEKA
 
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Learn Data Mining with WEKA - Open Source Data Mining and Machine Learning platform Software: http://www.cs.waikato.ac.nz/ml/weka/ More about FX Data Mining: http://www.algonell.com/
Betfair trading data capture and trading analysis spreadsheet
 
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Many thanks to Bet Angel user Switesh for creating, uploading and narrating this video and allowing us to share it with out users. The spreadsheet capture reams of data real time it also offers in-depth analysis on it and the ability to replay and analyse the markets at a deeper level. It's a really neat piece of work and I'm sure all of us would like to thank Switesh for sharing it.
Views: 8895 betangeltv
Scientific Trading EURUSD M5
 
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Algorithmic Trading using Data Mining and Machine Learning Blue Arrow - Buy Signal, Red Arrow - Sell Signal Check out http://www.algonell.com/ for more details
Build Alpha - Data Mining Bias and P-Hacking
 
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How Build Alpha prevents against p-hacking, data mining bias, and takes advantage of using computational power to build and test the best trading strategies.
Views: 1331 David
Bitcoin Trading - Getting historical trade data
 
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This video covers where you can get historical trading data for Bitcoin. In this video, we use BTCUSD, but you can use any rate. Data: http://api.bitcoincharts.com/v1/csv/ (It is possible that this link stops working. If so, just do a google search for some. The data is very prevalent.) As Bitcoin, and other cryptocurrencies gain popularity, more and more people are curious about becoming a part of it. Many people start out curious about mining Bitcoins first, but then begin to wonder about buying into the system or even trading. These first few videos will server as an intro to the possibility of trading Bitcoin. I will eventually cover investing in Bitcoin later. Bitcoin donations: 1GV7srgR4NJx4vrk7avCmmVQQrqmv87ty6 Sentdex.com Facebook.com/sentdex Twitter.com/sentdex
Views: 5379 sentdex
FLUX Trade TIMES Software Demonstration
 
02:21:34
Join us every week at our live forecast review: https://register.gotowebinar.com/register/300000000004294770 Watch our video demo, and receive weekly forecasts: https://backtothefuturetrading.com/demo/ In this video, Michael shows how WD Gann was right, and how you can use predictive data mining software to research the times your markets might move, and be prepared at those times - days before the market ever opens. Risk Disclosure: Futures and forex trading contains substantial risk and is not for every investor. An investor could potentially lose all or more than the initial investment. Risk capital is money that can be lost without jeopardizing ones’ financial security or life style. Only risk capital should be used for trading and only those with sufficient risk capital should consider trading. Past performance is not necessarily indicative of future results. Hypothetical Performance Disclosure : Hypothetical performance results have many inherent limitations, some of which are described below. no representation is being made that any account will or is likely to achieve profits or losses similar to those shown; in fact, there are frequently sharp differences between hypothetical performance results and the actual results subsequently achieved by any particular trading program. One of the limitations of hypothetical performance results is that they are generally prepared with the benefit of hindsight. In addition, hypothetical trading does not involve financial risk, and no hypothetical trading record can completely account for the impact of financial risk of actual trading. for example, the ability to withstand losses or to adhere to a particular trading program in spite of trading losses are material points which can also adversely affect actual trading results. There are numerous other factors related to the markets in general or to the implementation of any specific trading program which cannot be fully accounted for in the preparation of hypothetical performance results and all which can adversely affect trading results.
Yang Liu - Increasing the trading prediction by mining aggregated human texting messages
 
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Filmed at PyData Barcelona 2017 https://pydata.org/barcelona2017/schedule/presentation/51/ www.pydata.org PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.
Views: 419 PyData
Pokémon GO | 0.107.1 Patch Notes | Datamining Leaks | Friends & Trading | Regis | Spinda & More
 
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What is up guys! Y-Gaming here. So, pokemon go just got a whole lot better with trading coming into the picture in the very near future. I know you guys are excited so let's go over the patch notes without any further ado. The Friends feature will start rolling out to Trainers later this week. We can send our friends items, earn bonuses and trade pokemon with them. In order to add a friend in Pokémon GO, you must first ask them to share their Trainer Code with you. There's a new kind of drop added to pokestops called gift box. You cannot open the gift boxes, you can only send them to a friend on your friend list. Inside the Gift will be a stash of helpful items, which your friend will receive along with a postcard showing where you picked up your Gift. Gifts can also include a special surprise: an Egg that, when hatched, will contain an Alolan form of a Pokémon originally discovered in the Kanto region! These eggs are supposed to have a 7KM distance hatch and as you can see, they look a bit like 10KM eggs. Friendship has levels, which can be increased by gifting, raiding with friends and trading. As the level builds you unlock bonuses such as attack bonus, trade cost discount etc. Trading requires you to be level 10 or above. Completing a trade earns a bonus candy which increases if the Pokémon you traded were caught in locations far apart from each other. All trades are powered by stardust. As your friendship level increases with the friend you are trading with, stardust requirement per trade decreases by a huge margin. Legendary, shiny or pokemon not currently in your pokedex require special trade to complete and special trades can occur only once per day and that too only with a great friend or best friend. It also requires a lot of stardust to complete. This is all that was revealed in the official blog post. Now we all know that that's not all. So here are the datamining leaks, beware there can be spoilers. 3 New badges for trading are going to come along with a new badge for GO Fest 2018 Chicago. On July 8th there will be another community day featuring Squirtle. A new water starter exclusive move has been added which will be learnt by blastoise which are evolved during the community day. All the alolan forms left and their shiny variants have been added along with the substitute doll. These are speculated to be hatched from the 7KM eggs. New loading screen has also been added to commemorate Summer 2018. Few more trading details have been uncovered. In order to trade a pokemon: You and your friend have to be able to afford the trade, You need to have both reached the lowest required trading level Your daily trading limit (Special trades) mustn’t be already met The Pokemon you’re attempting to trade can’t be Mythical, Slashed, Buddy, Gym Deployed, not fully Healed, Egg And curiously, the game defines 5 levels of friendship, plus the additional “unset” one. As you can see in the screenshots there are only 4 levels been depicted plus the unset one so that last level must be something special. Spinda is finally added to the game! The code suggests that every spinda will have a random and unique pattern just like the core games and here is the asset that'll be used for it. Niantic is finally introducing in-game client side reporting tools to mark players as either Bot or Spoofer. That's all for version 0.107.1. Do leave a like and subscribe if you want more of this content on my channel. Thank you! --------------------------------------------------------------------------------- Ace, Wallbang, Mid-Air Sniping, Bugs & lots more to come! Subscribe now to keep updated!! Buy 1,000,000 FIFA 16 Ultimate Team Points - https://www.g2a.com/r/y-gaming Buy 2 Billion Gold for Runescape 3 - https://www.g2a.com/r/yash1441 --------------------------------------------------------------------------------- See my workshop @www.csgo-simonsays.webs.com Contact me @http://steamcommunity.com/id/y-gaming/ --------------------------------------------------------------------------------- I am always in need of donations, donators would be rewarded with kisses and hugs :* Donate @http://steamcommunity.com/tradeoffer/new/?partner=90815561&token=E21TJnXs
Views: 197 Y-Gaming
Introduction To Forex Data Mining [Forex Data]
 
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💰Certified Forex & Binary Options Broker💰 with Unlimited $1000 Practice Account! + 💸 Trade Forex, Digital Options & Crypto with Profit up to 900%^ 🔜 https://goo.gl/xScdhQ THIS VIDEO IS NOT INVESTMENT ADVICE. General Risk Warning: The financial services provided by this website carry a high level of risk and can result in the loss of all your funds. You should never invest money that you cannot afford to lose ^In case of successful trade on Digital options .................................................................................................................Forex Analysis Of Algorithms (Field Of Study) International Finance (Field Of Study) Pattern Recognition (Field Of Study) historical exchange rates in excel download metatrader history Stock (Literature Subject) Historical FOREX Data metatrader 4 tutorial trading software demo forex live data free Petroleum (Industry) statistical analysis standard deviation data forex methodolegy trading economics trading simulator OneStepRemoved.com currency trading trading platform Python (Software) forex trading Hangouts On Air FOREX Data historical data MetaTrader Stock (geology) Historical Data metatrader data currency forex forex forex free data free mt4 script what is forex Introduction forex strategy forex simulator Analysis trading MetaTrader 4 metatradingtv1 forex level II forecasting forex tarding mt4 simulator FOREX Trading data download Trading forex factory FOREX investing.com #hangoutsonair how to forex trading live dollar index market depth market forex forex market programming Technical forex rates forex trade forex rate description prorealtime Tutorial bell curve forex edge
The BEST Support and Resistance Indicator for trading
 
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Free Video Demo: http://backtothefuturetrading.com/demo/ In this seminar, Michael shows an innovative tool included with every FLUX data mining indicator package - the Fractal Pivot Confluence Tool, or FPC tool. Using this leading NinjaTrader (and Tradestation) indicator, traders can identify price levels where market movers have repeatedly stopped and bounced dozens of times in the past over the course of thousands of historical bars. Targeting these levels in the future for entries or stop levels may be extremely beneficial to traders as they possess a higher probability of reaction when touched in the future. Video Disclaimer: All opinions expressed by BackToTheFutureTrading.com on this YouTube channel and on the video are solely BackToTheFutureTrading.com opinions. You should not treat any opinion expressed by BackToTheFutureTrading.com as a specific inducement to make a particular investment or follow a particular strategy, but only as an expression of his opinion. BackToTheFutureTrading.com opinions are based upon esoteric and mathematical ways of calculating the markets which we consider important. Past performance is not indicative of future results. Neither BackToTheFutureTrading.com or its representatives guarantees any specific outcome or profit. You should be aware of the real risk of loss in following any strategy or investment discussed on this YouTube channel or in the video. Strategies or investments discussed may fluctuate in price or value. Investors may get back less than invested, lose their principal investment, or more. Investments or strategies mentioned on our website or on the YouTube channel may not be suitable for you. This material does not take into account your particular investment objectives, financial situation or needs and is not intended as recommendations appropriate for you. You must make an independent decision regarding investments or strategies mentioned on this YouTube channel or on the video as all information provided is for research and educational purposes only. Before acting on information on this YouTube channel or on the video, you should consider whether it is suitable for your particular circumstances and strongly consider seeking advice from your own professional financial or investment advisor. Risk Disclosure Example: Futures and forex trading contains substantial risk and is not for every investor. An investor could potentially lose all or more than the initial investment. Risk capital is money that can be lost without jeopardizing ones’ financial security or life style. Only risk capital should be used for trading and only those with sufficient risk capital should consider trading. Past performance is not necessarily indicative of future results. Hypothetical Performance Disclosure Example: Hypothetical performance results have many inherent limitations, some of which are described below. no representation is being made that any account will or is likely to achieve profits or losses similar to those shown; in fact, there are frequently sharp differences between hypothetical performance results and the actual results subsequently achieved by any particular trading program. One of the limitations of hypothetical performance results is that they are generally prepared with the benefit of hindsight. In addition, hypothetical trading does not involve financial risk, and no hypothetical trading record can completely account for the impact of financial risk of actual trading. for example, the ability to withstand losses or to adhere to a particular trading program in spite of trading losses are material points which can also adversely affect actual trading results. There are numerous other factors related to the markets in general or to the implementation of any specific trading program which cannot be fully accounted for in the preparation of hypothetical performance results and all which can adversely affect trading results.
Views: 2983 BackToTheFutureTradi
Intro to Trading Gold and Miners by ChartGuys.com
 
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NEW Crypto Alert System: https://crypto.chartguys.com NEW Crypto Course: https://chartguys.com/courses/crypto Recommended Fundamentals: Nugget's News Australia https://www.youtube.com/user/australiaalex 3rd Party Review: https://themerkle.com/chart-guys-course-review-trading-cryptocurrency/ Entries and Exits Course: https://chartguys.com/courses/entries-exits/ Bitcoin Ethereum Litecoin Technical Technical Analysis Chart for 9/15/2017 Please Signup for a FREE trial on our website to learn Technical Analysis: We offer multiple hours of live webcam coverage a day, in addition to continuous chat room coverage. Join the community today https://chartguys.com/membership/ Find more information on commodities and Bitcoin Ethereum Litecoin Technical technical analysis: http://www.thechartguys.com/tickers/crypto http://www.thechartguys.com/tickers/commodities Chartguys.com crypto Technical Analysis Facebook Page: https://www.facebook.com/thechartguys... Chartguys.com Technical Analysis FREE facebook community: https://www.facebook.com/groups/thechartguys/ Stocktwits: http://stocktwits.com/ChartGuysDan Any advisory or signal generated by TheChartguys.com is provided for educational purposes only. Any trades placed upon reliance on TheChartguys.com systems are taken at your own risk for your own account. Past performance is no guarantee of future results. While there is great potential for reward trading securities and options there is also substantial risk of loss in all trading. You must decide your own suitability to trade. Future trading results can never be guaranteed. This is not an offer to buy or sell futures, options or commodity interests. TheChartGuys.com is not registered as an investment adviser with any federal or state regulatory agency. The information contained within this Web site, including e-mail transmissions, faxes, recorded voice messages, and any other associated messages/media (hereinafter collectively referred to as “Information”) is provided for informational and educational purposes only. The Information should not be construed as investment / trading advice and is not meant to be a solicitation or recommendation to buy, sell, or hold any securities mentioned.
Views: 3072 TheChartGuys
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: 1823 scottab140
eSignal Features -- Using Hotlists in Trading
 
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Duane Gott, Sr. Trading instructor, eSignal Learning, describes the Hotlists feature in eSignal. Hotlists are a data mining tool to help identify individual stocks and indexes that meet particular criteria. In this video, you will also learn how to incorporate hotlists in the eSignal trading software.
Views: 2391 eSignal
Crypto Live Stream Sunshine Coast Blockchain Meetup - Mining Masternodes Bitcoin Trading
 
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Recently was asked to speak at the Sunshine Coast Blockchain group meetup which occurs once a month. Focus was around mining/masternodes but was happy to talk about anything crypto. Recorded from Facebook Live stream 10th July 2018. Sunshine Coast Blockchain Group - https://www.facebook.com/groups/SCBlockchain/about/ Crypto Training Course, free group - https://www.facebook.com/groups/152485445286413/ Masternode VPS Hosting - https://www.vultr.com/?ref=7306443 #1 Exchange Binance - https://www.binance.com/?ref=11056927 1:08 https://shop.bitmain.com/?lang=en 2:30 60 card GPU Setup - https://www.youtube.com/watch?v=YDUzo95ZkqM 3:18 Antminer Startup loudness level 9:15 How to Build your own Rig - https://www.youtube.com/watch?v=8ICXvxQb6H0 9:26 How to setup Mining rig software (1 Coin as an example) - https://www.youtube.com/watch?v=tIt6BdINtiQ 10:50 Calculate Mining Returns - https://whattomine.com 16:54 Why I am still mining at break even/small loss on some machines 19:40 What's happening with Bitcoin, Technicals and Fundamentals, Have we hit our bottom? 22:09 Masternodes and What are they? How to Setup Masternode and all pre-requisites (VivoCOIN as an Example) - https://www.youtube.com/watch?v=GMP8nse_JbE How to setup Masternode VPS (VivoCOIN) - https://www.youtube.com/watch?v=simOKhu94kY 27:00 Alqo Coin VPS Hosting - https://alqo.org/hostingservices Alqo Coin Markets - https://coinmarketcap.com/currencies/alqo/ 28:20 Risk vs Reward on Mining vs Masternodes 31:38 How Much internet data does Mining use? 33:05 How to maximize mining profits if you are able to keep on top of news/new coins 35:20 Bitcointalk Announcements for new coins - https://bitcointalk.org/index.php?board=159.0 37:09 Careful with Links and Never give away your Private Keys if asked 38:20 Crypto Training Course, free group - https://www.facebook.com/groups/152485445286413/
Views: 124 Zilj TV
Free Preview of APA Elite Package for swing trading and day trading zones
 
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Join us as we do an extensive and live preview of the new and advanced data mining Elite software from APA Zones. The ultimate in trend following price action analysis software. We use over 10 price action criteria with support resistance and supply demand zoned to have the software learn the markets with you over time. The software make the complex simple. Don't forget to subscribe to our youtube channel. Trading is Risky. Please check out our full disclosure here: https://apazones.com/disclosure/
Views: 189 APA Zones
An Introduction to Linear Regression Analysis
 
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Tutorial introducing the idea of linear regression analysis and the least square method. Typically used in a statistics class. Playlist on Linear Regression http://www.youtube.com/course?list=ECF596A4043DBEAE9C Like us on: http://www.facebook.com/PartyMoreStudyLess Created by David Longstreet, Professor of the Universe, MyBookSucks http://www.linkedin.com/in/davidlongstreet
Views: 588599 statisticsfun
This Dude Is Really Out Here Mining/Trading Bitcoin While Driving!
 
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😃 Thank You Very Much For Watching And Sharing This Video! 👍Please don't forget to Hit the Like & Subscribe button 🤑Check out ALL my current Investments down below ;) ⤵ I am not a financial adviser, make sure to do your own research and GOOD LUCK! 🚩Goldgate ICO 🤑🤑🤑 https://goldgate.io/bggtDF85Bmvyz1ZJ9j 🚩Numiv ICO 🤑🤑🤑🤑🤑☘ https://numivcoin.com/?r=Georgie https://r.indahash.com/participate/87... ⛏Wanna Start Mining? Get 3% Off Your Genesis-Mining by using the code "mBIKTv" George Ambrose Baake is an Entrepreneur, Business owner, Investor, Perpetual Traveller & Crypto Enthusiast Facebook: https://www.facebook.com/PGLGeorgeAmb... Instagram:https://www.instagram.com/cryptocurre... Twitter: https://twitter.com/George_ABaake Steemit: https://steemit.com/@georgie Dtube: https://d.tube/#!/c/georgie Vlog Channel: Project Good-life: Join WebEmployed My Crypto Trading & Investing Community ⤵ https://www.facebook.com/groups/85781... Linkedin: https://www.linkedin.com/in/george-am... If you want me to review your product, cryptocurrency or ICO, please email me at [email protected] ►💎Donate Ether and Ethereum-Based (ERC-20) Tokens: 0x33bae056132a0f325998a50a0043178d7a06f7Bb ►💎Donate Bitcoin: 1DACVNUKjHvwrtsSRrBhJXL7LLQRAgAtLF ►💎Donate Litecoin: LMTWZXHMZsdanpFqvG6P3Nvqv6anpcQoq8LMTWZXHMZsdanpFqvG6P3Nvqv6anpcQoq8
Views: 252 WebEmployed.Tv
Milwaukee Bitcoin Securus Data Mining Center Talk (FULL)
 
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Listen to Mark give a speech about the Securus Milwaukee data mining center. $UPPORT DUER$T ON: PAYPAL: paypal.me/DuerstTheWuerst PATREON: https://www.patreon.com/danielduerst?ty=h BITCOIN Wallet: 17jwV4rbC5agftggjYj39kuoNf4wBVPcgg Download Virtual Shield with my affiliate link to help this channel: https://virtualshield.com?rfsn=896477.ab9a43 Download Robin Hood stock trading app and get free stock just for signing up: http://share.robinhood.com/danield1016 Sign up for Minds through my affiliate link. Minds is like Facebook, but without the censorship: https://www.minds.com/register;referrer=danielduerst77 DUERST SHIRTS: https://teespring.com/duerstthewuerst#pid=2&cid=2397&sid=front FACEBOOK: https://www.facebook.com/DuerstTheWuerst TWITTER: @DanielDuerst MINDS: https://www.minds.com/danielduerst77 GAB: https://gab.ai/DuerstTheWuerst Daily Motion: http://www.dailymotion.com/danielleeduerst Check out Common Sense News Network: http://andrewsays.ca/commonsense/
Views: 470 Duerst The Wuerst
023: Portfolio manager Michael Himmel talks AI and machine learning in trading.
 
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Michael Himmel is a Founding Partner, Portfolio Manager and Director of AI Research for Essex Asset Management. He has been actively trading and designing systems since the 1980s, managing the No.1 Global Macro Hedge fund in the world in 1999. He now uses large doses of AI and Machine Learning in his current practice. In this week’s episode we discuss Artificial Intelligence, the challenges and applications of AI in trading, criticisms of Machine Learning, event studies and the importance of selecting datasets. He also shares insights from starting out as a runner for some of the biggest players in the 1980s, to managing the no. 1 global macro hedge fund in 1999 to using AI in his practise today. Even if you’re not into AI and machine learning, the stories and insights Michael shares are invaluable. Topics discussed - Lessons from running orders for some of the big players in the 1980s - Transitioning from discretionary to systematic trading - The challenges of applying Artificial Intelligence (AI) and Machine Learning in the 1990s - How changes in technology have made AI in trading available to almost every body - How Hedge Fund Lambeth Capital achieved a 260% return in 1999 - The impact September 2001 events had on hedge fund operations - The applications of AI in non-finance industries - The three divisions of AI - The relationship between machine learning and AI - Trading applications of AI - How to decide which datasets should be used to avoid data mining - Addressing the criticisms of machine learning - The challenges of using AI for longer timeframes and is it the right tool for the job? - Event studies in trading - The future of trading -uploaded in HD at http://www.TunesToTube.com
Views: 1751 Better System Trader
028: David Aronson shares research into indicators that identify Bull and Bear markets.
 
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David Aronson is a pioneer in machine learning and nonlinear trading system development and signal boosting/filtering. He is author of “Evidence Based Technical Analysis” and his most recent book "Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments" is an in-depth look at developing predictive-model-based trading systems. He was also an adjunct professor of finance, regularly teaching MBA and financial engineering students a graduate-level course in technical analysis, data mining and predictive analytics. In this episode David shares research into the effectiveness of indicators to identify Bull and Bear markets; he’s tested a large number of indicators and combinations with some interesting results! We also discuss issues with data mining, conditions where traditional methods of measuring data mining levels can be problematic and then finish up with the future state of Technical Analysis. Topics discussed - What the popular Golden and Death Cross can tell us about the probability of a Bull or Bear market - Using the RSI indicator to determine market state - Methods to reduce the lag the 50/200 Moving Average crossover experiences - Using ADX and Price Variance to identify Bull and Bear markets Creating indicators based on the value of other indicators Modifying the McClelland Summation Index indicator to identify market states - How datamining increases the chance of good luck in the results - Why the White's Reality Check and Monte Carlo Permutation methods breakdown using certain data-mining approaches - How the role of Technical Analysis could change over the next 10 years - New developments in Machine Learning which may see the end of the role of technicians -uploaded in HD at http://www.TunesToTube.com
Views: 1561 Better System Trader