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Advanced Machine Learning for the Blockchain
00c Mammoth Interactive Courses Introduction
00 About Mammoth Interactive (1:12)
Source Files
01 How To Learn Online Effectively (13:46)
06b Build an XGBoost Regression Model
00 What Is XGboost Machine Learning (1:31)
01 Load Stock Data With Yahoo Finance API (4:35)
02 Build An XGboost Regression Model (7:27)
Source Files
07a Neural Network Fundamentals
02 What Is A Neural Network (8:47)
01 What Is Deep Learning (7:42)
07b Build a Neural Network Classifier
01 Load Stock Data With Yahoo Finance API (7:20)
02 Build X And Y Training And Testing Data (6:13)
03 Build A Neural Network Classifier (6:29)
04 Calculate Neural Network Accuracy From Confusion Matrix (9:30)
Source Files
07c Build a Recurrent Neural Network with TensorFlow
00A Project Preview (2:12)
00B What Is A Recurrent Neural Network (6:38)
01 Load Stock Data With Yahoo Finance API (7:20)
02 Visualize Data (8:27)
03 Build A Training Dataset (8:04)
04 Build Features And Labels (10:37)
05 Build A Tensorflow Lstm Neural Network (12:04)
06 Load Test Data With An API (7:32)
07 Build Features And Labels For Testing The Neural Network (10:42)
08 Visualize Model's Predictions (8:42)
Source Files
08 Build a Bagging Classifier Model
00A Bagging And Decision Trees Introduction (5:25)
00B How Bagging Works (7:11)
01 Load Stock Data With Yahoo Finance API (8:34)
02 Build X And Y Training And Testing Data (6:00)
03 Train And Test A Bagging Classifier (7:34)
Source Files
09 Build a Light Gradient Boosted Regression Ensemble
00A Gradient Boosting Introduction (8:40)
00B What Is A Light Gradient Boosted Regression Ensemble (5:08)
01 Load Stock Data With Yahoo Finance API (5:08)
02 Build A Light GBM (7:59)
03 Find Best Number Of Trees (8:46)
04 Find Best Tree Depth (5:23)
Source Files
10 Build a Nested Cross Validation Model
00 What Is Nested Cross Validation (14:29)
01 Load Stock Data With Yahoo Finance Api (3:01)
02 Build More Features (6:32)
03 Define X And Y (5:55)
04 Implement Cross Validated Grid Search (6:02)
Source Files
02 Build An XGboost Regression Model
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