CONTENTS

• Tutorial 00 -- Preamble
• Tutorial 01 -- Basic Linux Operations
• Tutorial 02 -- Single-Node Hadoop Setup
• Tutorial 03 -- MapReduce Using Hadoop Streaming
• Tutorial 04 -- More Into Hadoop
• Tutorial 05 -- Locality Sensitive Hash
• Tutorial 06 -- K-means Clustering
• Tutorial 07 -- Principal Component Analysis
• Tutorial 08 -- Recommender Systems
• Tutorial 09 -- Graph Analysis
• Tutorial 10 -- Hadoop and GraphLab in IPyNb
• Tutorial 11 -- GraphLab API
• Tutorial 12 -- Supervised Learning