Mastering Predictive Analytics with Python

Table of Contents

1. From Data to Decisions: Getting Started with Advanced Analytic Pipelines
2. Exploratory Data Analysis
3. Unsupervised Learning
4. Regression Methods
5. Putting Data in its Place: Classification Methods & Analysis
6. Unstructured Data
7. Learning from the Bottom Up: Deep Networks and Unsupervised Features
8. Creating Prediction Services
9. Reporting & Testing: Iterating on Analytic Systems