Advanced Machine Learning for the Blockchain
01
Skill level
All levels
02
Sections
7
03
Lectures
41
04
Instructor
Team Mammoth
What's inside
This course includes.
✓
7
Sections
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
Unlock all courses with our Subscription Bundle! Get unlimited access to entire course library, books and assets. Learn more and subscribe today!
Course content
Curriculum & lectures.
+ 06b Build an XGBoost Regression Model 4 lectures Preview
00 What Is XGboost Machine Learning
Locked
01 Load Stock Data With Yahoo Finance API
Locked
02 Build An XGboost Regression Model
Locked
01 Source Files
Locked
+ 07a Neural Network Fundamentals 2 lectures
01 What Is Deep Learning
Locked
02 What Is A Neural Network
Locked
+ 07b Build a Neural Network Classifier 5 lectures
01 Load Stock Data With Yahoo Finance API
Locked
02 Build X And Y Training And Testing Data
Locked
03 Build A Neural Network Classifier
Locked
04 Calculate Neural Network Accuracy From Confusion Matrix
Locked
03 Source Files
Locked
+ 07c Build a Recurrent Neural Network with TensorFlow 11 lectures
00A Project Preview
Locked
00B What Is A Recurrent Neural Network
Locked
01 Load Stock Data With Yahoo Finance API
Locked
02 Visualize Data
Locked
03 Build A Training Dataset
Locked
04 Build Features And Labels
Locked
05 Build A Tensorflow Lstm Neural Network
Locked
06 Load Test Data With An API
Locked
07 Build Features And Labels For Testing The Neural Network
Locked
08 Visualize Model's Predictions
Locked
04 Source Files
Locked
+ 08 Build a Bagging Classifier Model 6 lectures
00A Bagging And Decision Trees Introduction
Locked
00B How Bagging Works
Locked
01 Load Stock Data With Yahoo Finance API
Locked
02 Build X And Y Training And Testing Data
Locked
03 Train And Test A Bagging Classifier
Locked
05 Source Files
Locked
+ 09 Build a Light Gradient Boosted Regression Ensemble 7 lectures
00A Gradient Boosting Introduction
Locked
00B What Is A Light Gradient Boosted Regression Ensemble
Locked
01 Load Stock Data With Yahoo Finance API
Locked
02 Build A Light GBM
Locked
03 Find Best Number Of Trees
Locked
04 Find Best Tree Depth
Locked
06 Source Files
Locked
+ 10 Build a Nested Cross Validation Model 6 lectures
00 What Is Nested Cross Validation
Locked
01 Load Stock Data With Yahoo Finance Api
Locked
02 Build More Features
Locked
03 Define X And Y
Locked
04 Implement Cross Validated Grid Search
Locked
07 Source Files
Locked
Ready to start building?
Join Mammoth Club and move through the course with structured lessons, previews, and certificates.