Outline of cse6331




Reading Material

Thursday 08/22 Course organization    
Tuesday 08/27 Cloud Computing   bigdata-l01.pdf
Read: A view of cloud computing,
VMWare: Virtualization Overview
Thursday 08/29 Cloud Computing   data scientist job outlook
Tuesday 09/03 Cloud Computing    
Thursday 09/05 Map-Reduce Fundamentals   bigdata-l02.pdf
Read: MapReduce: A Flexible Data Processing Tool,
MapReduce: Simplified Data Processing on Large Clusters
Tuesday 09/10 Map-Reduce Fundamentals    
Thursday 09/12 Map-Reduce Fundamentals    
Tuesday 09/17 Map-Reduce Fundamentals   Read: Sections 2.1 and 2.2 from Map-Reduce and the New Software Stack
Thursday 09/19 Map-Reduce Fundamentals    
Tuesday 09/24 Map-Reduce Design Patterns   bigdata-l03.pdf
Read: Section 2.3 from Map-Reduce and the New Software Stack
Thursday 09/26 Map-Reduce Design Patterns Project 1 is due  
Tuesday 10/01 Map-Reduce Design Patterns    
Thursday 10/03 Map-Reduce Design Patterns    
Tuesday 10/08 Apache Spark Project 2 is due bigdata-l04.pdf
Read: Scala Tutorial
Spark Tutorial
Resilient Distributed Datasets
Thursday 10/10 Apache Spark    
Tuesday 10/15 Apache Spark Project 3 is due Read: Spark Programming Guide
Thursday 10/17 Apache Spark    
Tuesday 10/22 Apache Spark Project 4 is due  
Thursday 10/24 Apache Pig   bigdata-l05.pdf
Read: Pig Latin
Tuesday 10/29   Project 5 is due  
Thursday 10/31      
Tuesday 11/05      
Thursday 11/07      
Tuesday 11/12      
Thursday 11/14      
Tuesday 11/19      
Thursday 11/21      
Tuesday 11/26      
Thursday 11/28      
Tuesday 12/03      
Thursday 12/05
Final Exam    

Last modified: by Leonidas Fegaras