#569 - [PR #59] [MERGED] AI Training - Max - cs249r_book

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2026-03-22 15:46:12 -05:00

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📋 Pull Request Information

Original PR: https://github.com/harvard-edge/cs249r_book/pull/59
Author: @agnusmaximus
Created: 11/14/2023
Status: ✅ Merged
Merged: 12/7/2023
Merged by: @profvjreddi

Base: main ← Head: training

📝 Commits (10+)

3e8ced1 First pass at training
5c26613 Upd
5af7468 Added section place holders
624e6c1 Updated the introduction
bf96aca Add overview
ac1f659 Updated introduction
aab7018 updated NN intro
fb27e38 Minor rework of the writing
5c0b895 Merge branch 'main' into pr/59
65b4812 Added training data content

📊 Changes

8 files changed (+3660 additions, -3325 deletions)

View changed files

➕ images/ai_training.png (+0 -0)
➕ images/aitrainingfit.png (+0 -0)
➕ images/aitrainingnn.png (+0 -0)
➕ images/aitrainingpara.png (+0 -0)
➕ images/aitrainingroof.png (+0 -0)
➕ images/aitrainingsgd.png (+0 -0)
📝 references.bib (+2777 -3273)
📝 training.qmd (+883 -52)

📄 Description

Before submitting your Pull Request, please ensure that you have carefully reviewed and completed all items on this checklist.

Content
- The chapter content is complete and covers the topic in detail.
- All technical terms are well-defined and explained.
- Any code snippets or algorithms are well-documented and tested.
- The chapter follows a logical flow and structure.
References & Citations
- All references are correctly listed at the end of the chapter.
- In-text citations are used appropriately and match the references.
- All figures, tables, and images have proper sources and are cited correctly.
Quarto Website Rendering
- The chapter has been locally built and tested using Quarto.
- All images, figures, and tables render properly without any glitches.
- All images have a source or they are properly linked to external sites.
- Any interactive elements or widgets work as intended.
- The chapter's formatting is consistent with the rest of the book.
Grammar & Style
- The chapter has been proofread for grammar and spelling errors.
- The writing style is consistent with the rest of the book.
- Any jargon is clearly explained or avoided where possible.
Collaboration
- All group members have reviewed and approved the chapter.
- Any feedback from previous reviews or discussions has been addressed.
Miscellaneous
- All external links (if any) are working and lead to the intended destinations.
- If datasets or external resources are used, they are properly credited and linked.
- Any necessary permissions for reused content have been obtained.
Final Steps
- The chapter is pushed to the correct branch on the repository.
- The Pull Request is made with a clear title and description.
- The Pull Request includes any necessary labels or tags.
- The Pull Request mentions any stakeholders or reviewers who should take a look.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/harvard-edge/cs249r_book/pull/59 **Author:** [@agnusmaximus](https://github.com/agnusmaximus) **Created:** 11/14/2023 **Status:** ✅ Merged **Merged:** 12/7/2023 **Merged by:** [@profvjreddi](https://github.com/profvjreddi) **Base:** `main` ← **Head:** `training` --- ### 📝 Commits (10+) - [`3e8ced1`](https://github.com/harvard-edge/cs249r_book/commit/3e8ced1397e9fb1b6d2420fbb843bf2823a5c062) First pass at training - [`5c26613`](https://github.com/harvard-edge/cs249r_book/commit/5c266132521e85757da32e4f8907c793d1832760) Upd - [`5af7468`](https://github.com/harvard-edge/cs249r_book/commit/5af74687e2348cf695555d00462251e229801348) Added section place holders - [`624e6c1`](https://github.com/harvard-edge/cs249r_book/commit/624e6c17609512fe797ab4a6da6380410d119918) Updated the introduction - [`bf96aca`](https://github.com/harvard-edge/cs249r_book/commit/bf96aca101d4e7acfac41c6c23f85bb800000d40) Add overview - [`ac1f659`](https://github.com/harvard-edge/cs249r_book/commit/ac1f6598625bd104a8648c03ca1a230b50dcd39d) Updated introduction - [`aab7018`](https://github.com/harvard-edge/cs249r_book/commit/aab70188f7cd7ec003f6304a94445095634823c9) updated NN intro - [`fb27e38`](https://github.com/harvard-edge/cs249r_book/commit/fb27e3888ef795ad81d198181a623d1b2a217d71) Minor rework of the writing - [`5c0b895`](https://github.com/harvard-edge/cs249r_book/commit/5c0b895b2474fc88a04ae5cada3ba399098aaf83) Merge branch 'main' into pr/59 - [`65b4812`](https://github.com/harvard-edge/cs249r_book/commit/65b4812dc66f29006636219f5077a8b557ae4bbb) Added training data content ### 📊 Changes **8 files changed** (+3660 additions, -3325 deletions) <details> <summary>View changed files</summary> ➕ `images/ai_training.png` (+0 -0) ➕ `images/aitrainingfit.png` (+0 -0) ➕ `images/aitrainingnn.png` (+0 -0) ➕ `images/aitrainingpara.png` (+0 -0) ➕ `images/aitrainingroof.png` (+0 -0) ➕ `images/aitrainingsgd.png` (+0 -0) 📝 `references.bib` (+2777 -3273) 📝 `training.qmd` (+883 -52) </details> ### 📄 Description Before submitting your Pull Request, please ensure that you have carefully reviewed and completed all items on this checklist. 1. **Content** - [x] The chapter content is complete and covers the topic in detail. - [x] All technical terms are well-defined and explained. - [x] Any code snippets or algorithms are well-documented and tested. - [x] The chapter follows a logical flow and structure. 2. **References & Citations** - [x] All references are correctly listed at the end of the chapter. - [x] In-text citations are used appropriately and match the references. - [x] All figures, tables, and images have proper sources and are cited correctly. 3. **Quarto Website Rendering** - [x] The chapter has been locally built and tested using Quarto. - [x] All images, figures, and tables render properly without any glitches. - [x] All images have a source or they are properly linked to external sites. - [x] Any interactive elements or widgets work as intended. - [x] The chapter's formatting is consistent with the rest of the book. 4. **Grammar & Style** - [x] The chapter has been proofread for grammar and spelling errors. - [x] The writing style is consistent with the rest of the book. - [x] Any jargon is clearly explained or avoided where possible. 5. **Collaboration** - [x] All group members have reviewed and approved the chapter. - [x] Any feedback from previous reviews or discussions has been addressed. 6. **Miscellaneous** - [x] All external links (if any) are working and lead to the intended destinations. - [x] If datasets or external resources are used, they are properly credited and linked. - [x] Any necessary permissions for reused content have been obtained. 7. **Final Steps** - [x] The chapter is pushed to the correct branch on the repository. - [x] The Pull Request is made with a clear title and description. - [x] The Pull Request includes any necessary labels or tags. - [x] The Pull Request mentions any stakeholders or reviewers who should take a look. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>