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- Intro to AI and AI Infrastructure Trends
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Classroom Contents
First Principles of Generative AI Engineering - Understanding Capabilities, Challenges and Future Infrastructure
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- 1 - Intro to AI and AI Infrastructure Trends
- 2 - How Has AI Changed in 25 Years
- 3 - Misconceptions about AI
- 4 - How AI Models Learn
- 5 - Sophisticated Memorization vs Reasoning
- 6 - Decision Making: Spatial Reasoning
- 7 - Decision Making: Conjunctive Fallacy
- 8 - Solving Real-World Problems
- 9 - System Of Models
- 10 - Gen AI In Three Years
- 11 - Innovations in AI Infrastrucure
- 12 - Challenges Scaling GPU Superclusters
- 13 - Power Management for GPU Superclusters
- 14 - Near Future of AI Infrastructure
- 15 - Scaling OCI Gen AI for Business
