Hands-On Data Science and Python Machine Learning

Table of Contents

1. Getting Started
2. Statistics and Probability Refresher and Python Practice
3. Matplotlib and Advanced Probability Concepts
4. Predictive Models
5. Machine Learning with Python
6. Recommender Systems
7. More Data Mining and Machine Learning Techniques
8. Dealing with Real-World Data
9. Apache Spark: Machine Learning on Big Data
10. Testing and Experimental Design