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[GH-ISSUE #258] Organize the MAIN section so that it is grouped into some themes #1337

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opened 2026-04-11 07:43:45 -05:00 by GiteaMirror · 2 comments
GiteaMirror commented 2026-04-11 07:43:45 -05:00
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Originally created by @profvjreddi on GitHub (Jun 11, 2024).
Original GitHub issue: https://github.com/harvard-edge/cs249r_book/issues/258

Right now we have a big list of topics:

CleanShot 2024-06-11 at 09 08 44@2x

But this is a bit overwhelming, would be good to break it down into sections.

Originally created by @profvjreddi on GitHub (Jun 11, 2024). Original GitHub issue: https://github.com/harvard-edge/cs249r_book/issues/258 Right now we have a big list of topics: ![CleanShot 2024-06-11 at 09 08 44@2x](https://github.com/harvard-edge/cs249r_book/assets/6807956/954e48e0-7b5c-45ab-8e62-e5a41fcb7e57) But this is a bit overwhelming, would be good to break it down into sections.
GiteaMirror added the area: book label 2026-04-11 07:43:45 -05:00
GiteaMirror commented 2026-04-11 07:43:47 -05:00
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@profvjreddi commented on GitHub (Jun 11, 2024):

Thinking to myself:

Part 1: Foundations of AI and ML

  1. Introduction
  2. ML Systems
  3. DL Primer

Part 2: Development Workflow and Tools
4. AI Workflow
5. Data Engineering
6. AI Frameworks

Part 3: Training and Optimization
7. AI Training
8. Efficient AI
9. Model Optimizations
10. AI Acceleration

Part 4: Deployment and Operations
11. Benchmarking AI
12. On-Device Learning
13. ML Operations

Part 5: Advanced Topics
14. Security & Privacy
15. Responsible AI
16. Sustainable AI
17. Robust AI
18. Generative AI

Part 6: AI for Impact
19. AI for Good
20. Conclusion

<!-- gh-comment-id:2161014770 --> @profvjreddi commented on GitHub (Jun 11, 2024): Thinking to myself: Part 1: Foundations of AI and ML 1. Introduction 2. ML Systems 3. DL Primer Part 2: Development Workflow and Tools 4. AI Workflow 5. Data Engineering 6. AI Frameworks Part 3: Training and Optimization 7. AI Training 8. Efficient AI 9. Model Optimizations 10. AI Acceleration Part 4: Deployment and Operations 11. Benchmarking AI 12. On-Device Learning 13. ML Operations Part 5: Advanced Topics 14. Security & Privacy 15. Responsible AI 16. Sustainable AI 17. Robust AI 18. Generative AI Part 6: AI for Impact 19. AI for Good 20. Conclusion
GiteaMirror commented 2026-04-11 07:43:48 -05:00
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@profvjreddi commented on GitHub (Jun 11, 2024):

Closed under https://github.com/harvard-edge/cs249r_book/pull/260

<!-- gh-comment-id:2161206697 --> @profvjreddi commented on GitHub (Jun 11, 2024): Closed under https://github.com/harvard-edge/cs249r_book/pull/260
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Reference: github-starred/cs249r_book#1337
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