Intermediate Track
You're comfortable with computers and maybe some scripting (Python, R, MATLAB), but you're not a professional developer. This track covers everything you need, with notes on how CLI tools can accelerate your workflows — data pipelines, analysis scripts, and automated reporting.
Whether you're expanding your capabilities or protecting your relevance, this track gets you there. ~18 hours to complete
03
Command Line Basics
Full depth
Start →
What Is a Terminal? Opening Your Terminal Navigating the Filesystem Essential Commands Remote Environments & VS Code
04
Cheat Sheets
Reference
Start →
Linux Commands Keyboard Shortcuts Vibe Coding Reference Monday Morning Wins Cloud Sandbox Cheat Sheet
05
Your First AI Tool
Full depth
Start →
Browser Chat: Your AI Advisor When to Use What Your First Workflow Choosing Your Cloud Sandbox Your First Sandbox
10
Planning & Orchestration
Full depth
Start →
Think Before You Prompt Breaking Down Tasks Giving Good Instructions When Things Break: Debugging with AI