Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains @stanfordonline
Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains  @stanfordonline
Uploaded March 2026 | Updated September 2026, 2 weeks ago
For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: stanford.io/ai

To learn more about enrolling in this course, visit: https://online.stanford.edu/courses/cs221-artificial-intelligence-principles-and-techniques

Please follow along with the course schedule: stanford-cs221.github.io/autumn2025

Follow the playlist: youtube.com/playlist?list=PLoROMvodv4rMeDqwS1yFl3j3sR_-MQNEN&si=bVivXjDfVEQKky1D

Teaching Team
Percy Liang, Associate Professor of Computer Science (and courtesy in Statistics)
Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply ChainsStanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 3: ArchitecturesStanford CS229 Machine Learning | Spring 2026 | Lecture 6: Dataset Split, ML AdviceStop second-guessing high-stakes decisions.Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Applications, AI in Life SciencesStanford CS229 Machine Learning | Spring 2026 | Lecture 8: Neural Networks 2 (Backprop)Course Overview: Change Management: Reskilling in the Age of Analytics and AIStanford Robotics Seminar ENGR319 | Winter 2026 | Autonomous Navigation and Safe HumanoidsStanford Course - Technical Fundamentals of Generative AIStanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 8 - Trending TopicsStanford CS329A Self-Improving AI Agents | Part 3 | Robust VerificationStanford Robotics Seminar ENGR319 | Winter 2026 | 𝚿0: An Open Foundation Model
Stanford Online |

Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains

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