Module 4: Machine Learning

Chapter 1: Giving Computers the Ability to Learn from Data

Q1

4

Q2

2

Chapter 2: Training Machine Learning

Q1

3

Chapter 3: A Tour of Machine Learning Classifiers Using scikit-learn

Q1

2

Q2

3

Chapter 4: Building Good Training Sets – Data Preprocessing

Q1

1

Chapter 5: Compressing Data via Dimensionality Reduction

Q1

2

Chapter 6: Learning Best Practices for Model Evaluation and Hyperparameter Tuning

Q1

2

Q2

3

Chapter 7: Combining Different Models for Ensemble Learning

Q1

1

Chapter 8: Predicting Continuous Target Variables with Regression Analysis

Q1

2

Get Python: Real-World Data Science now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.