Machine Learning with Python: Zero to GBMs
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Overview
Machine Learning with Python: Zero to GBMs
Lesson
Lesson 1 - Linear Regression with Scikit Learn
Lesson
Lesson 2 - Logistic Regression for Classification
Assignment
Assignment 1 - Train Your First ML Model
Lesson
Lesson 3 - Decision Trees and Hyperparameters
Lesson
Lesson 4 - Random Forests and Regularization
Assignment
Assignment 2 - Decision Trees and Random Forests
Lesson
Lesson 5 - Gradient Boosting with XGBoost
Assignment
Course Project - Real-World Machine Learning Model
Lesson
Lesson 6 - Unsupervised Learning and Recommendations
Lesson
Lesson 7 - Machine Learning Case Study
Lesson
Lesson 8 - Deploying a Machine Learning Model
Notes
Questions