References
STRAT 490R - Understanding AI: From Foundations to Strategy
1
Syllabus
2
Math and Python Primer
3
Machine Learning I
4
Machine Learning II
5
Deep Learning
6
Large Language Models
7
AI Strategy
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Resources
9
FAQ
References
References
Alammar J, Grootendorst M (2024)
Hands-on large language models
(O’Reilly).
Raschka S (2024)
Build a large language model (from scratch)
(Manning).
Starmer J (2025) Attention in transformers: Concepts and code in PyTorch.
9
FAQ