SQL is a critical skill for data science, offering the ability to access, manipulate, and analyze vast amounts of data stored in relational databases. This course is designed to provide a strong foundation in SQL as it specifically applies to data science. From understanding the basics of databases to executing complex queries that power data analysis, participants will learn through practical examples and real-world datasets. By the end of the course, students will have a toolkit of SQL skills that will enable them to derive insights, make data-driven decisions, and communicate findings effectively.
SQL Essentials for Data Science
1
SQL and Data Science: An Overview
2
Getting Started with SQL
3
Advanced Data Selection
4
Joining Tables in SQL
5
Data Manipulation and Management
6
Advanced SQL for Data Analysis
7
SQL Optimization and Performance
8
SQL in the Data Science Workflow
9
Data Science Projects with SQL
10
The Future of SQL in Data Science