Are you starting your journey in data science? Then you're probably already familiar with SQL, Python, and R for data analysis and machine learning. However, in real-world data science jobs, data is typically stored in a database and accessed through either a business intelligence tool or SQL. If you're new to SQL, this beginner-friendly tutorial is for you! By the end of this session, you'll learn the basics, including:
The definition of a database and the difference between SQL and NoSQL.
How to inspect a database's data model to understand its structure.
How to write SQL queries to find data in a database.
By the end of this tutorial, you'll have a strong foundation in SQL and be ready to tackle more advanced data science concepts.
About the Speaker:
Alice Zhao is a data scientist who is passionate about teaching and making complex things easy to understand. She is the author of SQL Pocket Guide, 4th Edition (O’Reilly), and has taught numerous courses in SQL, Python, and R as a senior data scientist at Metis and as a co-founder of Best Fit Analytics.
Table of Contents:
00:00 – Introduction
01:27 – Agenda of the talk
01:50 – Basics
10:00 – Example database
14:00 – SQL coding basics
24:42 – Practice coding
28:45 – Free resources for SQL
29:25 – SQL demo
35:30 – SQL crash course: One pager
Hello everyone, you can find all the remaining tutorials here: • Future of Data and AI: Tutorials
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