Machine-Learning-A-Z

Welcome to the python files and data repository for the MACHINE LEARNING A-Z Course by Kirill Eremenko and Hadelin de Ponteves.

The python files, datasets and other supplementary materials are as below.

PART 0. WELCOME TO THE COURSE!

PART 1. DATA PREPROCESSING

PART 2. REGRESSION

PART 3. CLASSIFICATION

PART 4. CLUSTERING

PART 5. ASSOCIATION RULE LEARNING

PART 6. REINFORCEMENT LEARNING

PART 7. NATURAL LANGUAGE PROCESSING

PART 8. DEEP LEARNING

PART 9. DIMENSIONALITY REDUCTION

PART 10. MODEL SELECTION