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AI Foundations for Software Investors
Recommended resources
The freely available resources this course will direct you to.
- AI vs ML vs DL vs Generative AIwww.youtube.com
- Predictive vs Generative AI: How They Work and When to Use Eachwww.youtube.com
- Rules of Machine Learning: | Google for Developersdevelopers.google.com
- Artificial Intelligence Glossary | Stanford HAIhai.stanford.edu
- AI Inference: The Secret to AI's Superpowerswww.youtube.com
- What is machine learning lifecycle? | What is Model Development Life Cycle (MDLC)? MDLC vs SDLCwww.youtube.com
Module 1
Mental Models for Modern AI
Module 2
How Foundation Models and LLMs Work
Module 3
Model Behavior, Prompting, and Evaluation
Module 4
Building AI-First Systems and Agents
Module 5
The AI Stack and Its Economics
Module 6
AI-Native Product Strategy, Metrics, and Defensibility
Module 7