Introduction

Data Munging Basics

Data Visualization

Basic Math & Statistics

Dimensionality Reduction

Outlier Analysis

Cluster Analysis

Network Analysis

Basic Algorithmic Learning

Web Scraping with Beautiful Soup

Conclusion