learn.kkinn.com - /Courses/AI, Machine Learning, Blockchain, Data Science/machine-learn-2017 Jul-Machine Learning - Quant Trading(sf)Futures/

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11/19/2000  3:52 AM     45137843 01-You, This Course, and Us!.mp4
 8/17/2017  7:55 AM     23183397 02-Are markets efficient or inefficient.mp4
 8/17/2017  7:56 AM     28395798 03-Momentum Investing.mp4
 8/17/2017  7:57 AM     18042787 04-Mean Reversion.mp4
 8/17/2017  7:59 AM     31341717 05-Evaluating Trading Strategies - Risk and Return.mp4
 8/17/2017  8:00 AM     28745315 06-Evaluating Trading Strategies - The Sharpe Ratio.mp4
11/19/2000  3:52 AM     13074945 07-The 2 Step process - Modeling and Backtesting.mp4
 8/17/2017  8:02 AM     32493056 08-Developing a Trading Strategy in Excel.mp4
11/19/2000  3:52 AM     39448886 09-Installing Anaconda for Python.mp4
11/19/2000  3:52 AM     12207300 10-Installing Pycharm - a Python IDE.mp4
11/19/2000  3:52 AM     47618321 11-MySQL Introduced and Installed - Mac OS X.mp4
 8/17/2017  8:05 AM     83757055 12-MySQL Server Configuration and MySQL Workbench - Mac OS X.mp4
11/19/2000  3:52 AM     56395089 13-MySQL Installation - Windows.mp4
11/19/2000  3:52 AM     17847418 14-For Linux-Mac OS Shell Newbies - Path and Other Environment Variables.mp4
 8/17/2017  8:07 AM     18983641 15-Programmatically Downloading Historical Price Data.mp4
11/19/2000  3:52 AM     66105880 16-Code Along - Downloading Price Data from Yahoo Finance.mp4
11/19/2000  3:52 AM     38156018 17-Code Along - Downloading a URL in Python.mp4
11/19/2000  3:52 AM     67654704 18-Code Along - Downloading Price Data from the NSE.mp4
 8/17/2017  8:10 AM     16385490 19-Code Along - Unzip and Process the Downloaded Files.mp4
11/19/2000  3:52 AM     12455468 20-Manually download data for 10 years.mp4
 8/17/2017  8:11 AM     19976282 21-Code Along - Download Historical Data for 10 years.mp4
 8/17/2017  8:12 AM     30386570 22-Inserting the Downloaded Files into a Database.mp4
 8/17/2017  8:14 AM     60079936 23-Code Along - Bulk Loading Downloaded Files into MySQL Tables.mp4
 8/17/2017  8:14 AM     12097182 24-Data Preparation.mp4
 8/17/2017  8:16 AM     51675847 25-Code Along - Data Preparation.mp4
 8/17/2017  8:17 AM     18351154 26-Adjusting for Corporate Actions.mp4
 8/17/2017  8:18 AM     52747054 27-Code Along - Adjusting for Corporate Actions 1.mp4
 8/17/2017  8:20 AM     30768656 28-Code Along - Adjusting for Corporate Actions 2.mp4
11/19/2000  3:52 AM     30526392 29-Code Along - Inserting Index Prices into MySQL.mp4
11/19/2000  3:52 AM     33498512 30-Code Along - Constructing a Calendar Features Table in MySQL.mp4
 8/17/2017  8:22 AM     59188907 31-Planting the seed - What are Decision Trees.mp4
 8/17/2017  8:24 AM     65889210 32-Growing the Tree - Decision Tree Learning.mp4
11/19/2000  3:52 AM     87562983 33-Branching out - Information Gain.mp4
 8/17/2017  8:26 AM     27632307 34-Decision Tree Algorithms.mp4
11/19/2000  3:52 AM     66405496 35-Overfitting - The Bane of Machine Learning.mp4
 8/17/2017  8:28 AM     36417579 36-Overfitting Continued.mp4
 8/17/2017  8:32 AM     54505744 37-Cross-Validation.mp4
 8/17/2017  8:33 AM     20859038 38-Regularization.mp4
11/19/2000  3:52 AM     53597074 39-The Wisdom of Crowds - Ensemble Learning.mp4
 8/17/2017  8:36 AM     64930780 40-Ensemble Learning continued - Bagging, Boosting and Stacking.mp4
 8/17/2017  8:37 AM     44117110 41-Random Forests - Much More Than Trees.mp4
 8/17/2017  8:39 AM     33440530 42-Defining the Problem - Machine Learning Classification.mp4
 8/17/2017  8:40 AM     34651084 43-Know the basics - A Pandas tutorial.mp4
 8/17/2017  8:42 AM     60809832 44-Code Along - Fetching Data from MySQL.mp4
11/19/2000  3:52 AM     29756086 45-Code Along - Constructing Some Simple Features.mp4
 8/17/2017  8:44 AM     33739829 46-Code Along - Constructing a Momentum Feature.mp4
11/19/2000  3:52 AM     28149139 47-Code Along - Constructing a Jump Feature.mp4
11/19/2000  3:52 AM     11160913 48-Code Along - Assigning Labels.mp4
 8/17/2017  8:47 AM     69707177 49-Code Along - Putting It All Together.mp4
 8/17/2017  8:48 AM     24423380 50-Code Along - Include Support Features from Other Tickers.mp4
11/19/2000  3:52 AM      8156904 51-Engineering a Categorical Variable.mp4
11/19/2000  3:52 AM     31292083 52-Code Along - Engineering a Categorical Variable.mp4
 8/17/2017  8:49 AM      7561911 53-Introducing Scikit-Learn.mp4
11/19/2000  3:52 AM     20833434 54-Introducing RandomForestClassifier.mp4
 8/17/2017  8:51 AM     75459436 55-Training and Testing a Machine Learning Classifier.mp4
 8/17/2017  8:51 AM     24216049 56-Compare Results from Different Strategies.mp4
11/19/2000  3:52 AM     22356737 57-Using Class Probabilities for Predictions.mp4
 8/17/2017  8:52 AM     14315817 58-A Nearest Neighbors Classifier.mp4
11/19/2000  3:52 AM     26883859 59-Code Along - A Nearest Neighbors Classifier.mp4
11/19/2000  3:52 AM     27628865 60-What are Gradient Boosted Trees.mp4
 8/17/2017  8:54 AM     25584202 61-Introducing XGBoost - A Python Library for GBT.mp4
11/19/2000  3:52 AM     47118501 62-Code Along - Parameter Tuning for Gradient Boosted Classifiers.mp4
 8/17/2017  8:57 AM     44177065 63-Financial Markets - Who Are the Players.mp4
 8/17/2017  8:57 AM      6881689 64-What is a Stock Market Index.mp4
 8/17/2017  8:59 AM     25555687 65-The Mechanics of Trading - Long Vs Short Positions.mp4
 8/17/2017  9:00 AM     30770701 66-Futures Contracts.mp4