| Module 1 | Twitter API |
| Unit 1 | Prerequisites |
| Unit 2 | Key Setup |
| Unit 3 | Making Your First Call |
| Unit 4 | Download Full List of Tweets |
| Unit 5 | Retrieving Friends and Followers |
| Unit 6 | Skill Tester: Converting Usernames and User IDs |
| Unit 7 | Geographic Searches |
| Unit 8 | Skill Tester: Hashtag Searches Copy |
| Unit 9 | Streaming API |
| Module 2 | Instagram API |
| Unit 1 | Instagram Changes: Please Read Copy |
| Unit 2 | Key Setup |
| Unit 3 | Making Your First Call |
| Unit 4 | Download User Photos |
| Unit 5 | Skill Tester: Comments and Likes |
| Unit 6 | Friends and Followers |
| Unit 7 | Geographic Searches |
| Module 3 | YouTube API |
| Unit 1 | Key Setup |
| Unit 2 | Keyword Searches |
| Unit 3 | Geographic Searches |
| Module 4 | Web Scraping |
| Unit 1 | Reverse Engineering Websites with Chrome Tools |
| Unit 2 | Your First Web Scraping Script |
| Unit 3 | Advanced Website Reversing |
| Unit 4 | Website Reversing Quiz |
| Unit 5 | Driving a Browser |
| Unit 6 | Skill Tester: Web Scraping |
| Module 5 | Geographic Magic |
| Unit 1 | Monitoring Satellite Imagery |