Learn SQL Basics for Data Science

Module 1: SQL for Data Science

• Learn to write SQL queries to filter, sort, and summarize data
• Integrate data from different sources using functions

Module 2: Data Wrangling, Analysis and AB Testing with SQL

• Validate and clean datasets
• Build a testing framework for AB Testing

Module 3: Distributed Computing with Spark SQL

• Write scalable Spark SQL code in a collaborative Databricks workspace
• Build an end-to-end data pipeline and a medallion lakehouse architecture with Delta Lake

Module 4: SQL for Data Science Capstone Project

• Develop a project proposal and select data
• Perform descriptive statistics and advanced techniques in SQL