DATA2001 Cheat Sheet (Final Exam)

Description

This is the DATA2001 Final Exam Cheat Sheet that I have made which covers content from Week 1 to Week 12. Topics Covered : - Big Data Introduction and Motivation - Data Cleaning and Exploration with Python - Accessing Data in Relational Databases, Introduction to SQL - Declarative Data Analysis with SQL - Scalable Data Analytics (The Role of Indexes and Data Partitioning) - Scraping Web Data - Semi-structured Data - Geo-Spatial Data - Time Series Data - Text Data Processing - Image Data Processing - Big Data Challenges and Map-Reduce