Specialization: Big Data for Data Engineers

Big Data Essentials: HDFS, MapReduce and Spark RDD

Assignments:

Hadoop Streaming Assignment 0: Word Count
Hadoop Streaming Assignment 1: Words Rating
Hadoop Streaming Assignment 2: Stop Words
Spark Assignment 1: Pairs
Spark Assignment 2: Reconstructing the path
Real-World Applications: TF-IDF

Big Data Analysis: Hive, Spark SQL, DataFrames and GraphFrames

Assignments:

Hive Assignment 1. DDL: Create Tables
Hive Assignment 2. DML: Find Most Popular Tags
Spark Assignment 1: Counting number of the mutual friends
Spark Assignment 2: Graph based Music Recommender