The Pocket Data 101 List 🗂

A small, but formidable, list of free resources for anyone interested in learning more about data. (Many thanks to all the folks on Twitter who responded to my call for resources and shared the ones that appear in this list.)

Online Courses, Tutorials, and Reference Material 👩🏽‍💻

Text-Based Content 📖

• Introduction to SQL by SQLBolt.
• SQL Tutorials (Basic to Advanced) from Mode Analytics.
• SQL "Murder Mystery" Tutorial from Knight Lab.
• SQL Tutorial from W3 Schools.
• Wizard Zines: SQL by Julia Evans.
• Analytics Academy by Segment.
• Kaggle Online Data Science Courses by Kaggle.
  • Intro to SQL Course
• Metadata Basics by Marcia Lei Zeng, PhD.
• How to Build Data Visualizations in Excel by Stephanie Evergreen.

Video-Based Content 📼

• Introduction to Data Analysis Using Excel on Coursera.
• Introduction to Data Analysis Using Excel on edX.
• Introduction to Descriptive Statistics by Udacity.
• Introduction to Inferential Statistics by Udacity.
• Learn SQL Bootcamp from Oracle.
• Intro to SQL on Khan Academy.
• Data Literacy for All by Tableau.
• Statistics Foundations 2 on LinkedIn Learning.
• Statistics Foundations 3 on LinkedIn Learning.

List compiled by Stephanie Morillo. Found it useful? Consider becoming a GitHub Sponsor!