Coursera Speclialization

Build Your Data Engineering Skills. Learn how to tame the big data beast with the most popular tools assisted by top-notch practitioners

Introduction to HDFS, MapReduce and Spark and their system internals. Help understand the MapReduce framework and exercises to process texts.

1. Week 1 Demo Assignment
2. Hadoop Streaming assignment 0: Word Count
3. Hadoop Streaming assignment 1: Words Rating
4. Hadoop Streaming assignment 2: Stop Words
5. Spark assignment 1: Pairs
6. Reconstructing the path
7. Real-World Applications: TF-IDF

Honors Assignments

1. Hadoop Streaming assignment 3: Name Count
2. Hadoop Streaming assignment 4: Word Groups
3. Spark assignment 2: Collocations

1. Week 2 Demo Assignment
2. Hive Assignment 1. DDL: Create Tables
3. Hive Assignment 2. DML: Find Most Popular Tags
4. Week 4 Demo Assignment
5. Counting number of the mutual friends
6. Week 5 Demo Assignment
7. Graph based Music Recommender. Task 1
8. Graph based Music Recommender. Task 2
9. Graph based Music Recommender. Task 3
10. Graph based Music Recommender. Task 4
11. Week 6 Demo Assignment
12. Breadth-first search in Spark SQL

Honors Assignments

1. Hive Assignment 3. DML: Calculate Amount of Posts per User Age
2. Graph based Music Recommender. Task 5
3. Graph based Music Recommender. Task 6