_Introduction
_Materials Set up
_Local VirtualBox Set up
_AWS EC2 PySpark Set up
_AWS EMR Cluster Set up
_ Python Review
_Spark DataFrame Basics and Project
_Introduction to Machine learning with MLlib
_Linear Regression
_Logestic Regression
_Descision Trees and Random Forests
_K-means Clustering
_Collaborative Filtering for Recommender Systems
_Natural Language Processing
_Spark Streaming with Python