AI for Beginners

Curriculum

3 modules

1. 1

   How AI works

   • Neural networks explained simply9 min
   • From AI to machine learning to deep learning9 min
   • What language models can and can't do8 min
2. 2

   Working with AI systems

   • Vision, speech and NLP capabilities9 min
   • Generative AI and ethics8 min
   • Low-code and no-code AI8 min
3. 3

   Hands-on labs

   Includes hands-on lab
   • Setting up your AI toolbox9 min
   • Building with pre-trained models10 min
   • Lab: your first AI project15 min

Open sources & licenses

This curriculum is an original outline informed by these openly-licensed resources.

• microsoft/AI-For-BeginnersMIT
• Anthropic — Prompt Engineering & Tool Use coursesAnthropic course materials