General Concepts
Work in Progress
This section is a draft: It will probably drastically change in the upcoming days.
Useful Resources¶
| Link | Description |
|---|---|
| Google's Machine Learning Crash Course | Google's fast-paced, practical introduction to machine learning, featuring a series of lessons with video lectures, interactive visualizations, and hands-on practice exercises |
| What is ML Engineering? | A broad overview of the field, how it compares to software engineering, its relationship to AI, and a deepdive into how an ML-powered app works |
| March 2023 AI Overview for Boards |
|
| Failure Modes in Machine Learning | Unintended or Intentionally-Motivated Failures |
| Hugging Face AI Agents Course | A course on understanding, using and building AI agents |
UX¶
| Link | Description |
|---|---|
| A guide to designing and shipping AI developer tools | GitHub’s design experts share 10 tips and lessons for designing magical user experiences for AI applications and AI coding tools |