[PR #514] [CLOSED] sidenotes added for ml systems, ml workflow, and data engineering cha… #776

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GiteaMirror · 2026-03-22T15:50:52-05:00

GiteaMirror commented

2026-03-22 15:50:52 -05:00

📋 Pull Request Information

Original PR: https://github.com/harvard-edge/cs249r_book/pull/514
Author: @elizakimball
Created: 11/8/2024
Status: ❌ Closed

Base: dev ← Head: dev

📝 Commits (10+)

0d30e70 sidenotes added for ml systems, ml workflow, and data engineering chapters
843ffed Merge branch 'dev' into sidenotes
33b8362 Merge branch 'dev' into eliza-sidenotes
e054337 add sidenotes to frameworks and cleaned up bug fixes for sidenotes in previous chapters
ed0e9c7 finished chapter 6 and 7 sidenotes
2f53565 chapter 8 sidenotes
e0b310a chapter 9 sidenotes
d0918f0 finished chapter 9 and first half of chapter 10 sidenotes
51daec3 Merge branch 'dev' into eliza-sidenotes
64753c4 Merge branch 'dev' into eliza-sidenotes

📊 Changes

10 files changed (+123887 additions, -113 deletions)

View changed files

➕ Machine-Learning-Systems 2.tex (+61625 -0)
➕ Machine-Learning-Systems 3.tex (+61526 -0)
📝 contents/core/data_engineering/data_engineering.qmd (+35 -13)
📝 contents/core/efficient_ai/efficient_ai.qmd (+18 -8)
📝 contents/core/frameworks/frameworks.qmd (+58 -23)
📝 contents/core/hw_acceleration/hw_acceleration.qmd (+54 -19)
📝 contents/core/ml_systems/ml_systems.qmd (+25 -6)
➕ contents/core/ml_systems/ml_systems_working.qmd (+422 -0)
📝 contents/core/optimizations/optimizations.qmd (+60 -23)
📝 contents/core/training/training.qmd (+64 -21)

📄 Description

…pters

Before submitting your Pull Request, please review and complete the items on this checklist.

The text has been proofread for grammar and spelling errors.
All images, figures, and tables render properly without any glitches.
All images have a source or they are properly linked to external sites.
The chapter's formatting is consistent with the rest of the book.
The chapter has been locally built and tested using Quarto.

_{🔄 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/514 **Author:** [@elizakimball](https://github.com/elizakimball) **Created:** 11/8/2024 **Status:** ❌ Closed **Base:** `dev` ← **Head:** `dev` --- ### 📝 Commits (10+) - [`0d30e70`](https://github.com/harvard-edge/cs249r_book/commit/0d30e70fb961316e105749ba7cb8f4e4634fa544) sidenotes added for ml systems, ml workflow, and data engineering chapters - [`843ffed`](https://github.com/harvard-edge/cs249r_book/commit/843ffed29449937bd6be16f8694333d91d8d5312) Merge branch 'dev' into sidenotes - [`33b8362`](https://github.com/harvard-edge/cs249r_book/commit/33b83622106f9b298af77fb07648e1a31578810c) Merge branch 'dev' into eliza-sidenotes - [`e054337`](https://github.com/harvard-edge/cs249r_book/commit/e0543379cada07db1806964d97f08354349a78b1) add sidenotes to frameworks and cleaned up bug fixes for sidenotes in previous chapters - [`ed0e9c7`](https://github.com/harvard-edge/cs249r_book/commit/ed0e9c7da0dc9ca348ba8307a5d797bead776734) finished chapter 6 and 7 sidenotes - [`2f53565`](https://github.com/harvard-edge/cs249r_book/commit/2f535650c01460a17b0ca4f5c31b2409f4b95cde) chapter 8 sidenotes - [`e0b310a`](https://github.com/harvard-edge/cs249r_book/commit/e0b310a52424f179c9cceb2888251d063f0abf0c) chapter 9 sidenotes - [`d0918f0`](https://github.com/harvard-edge/cs249r_book/commit/d0918f0d9422feed800f2f72ecc1c274700aac49) finished chapter 9 and first half of chapter 10 sidenotes - [`51daec3`](https://github.com/harvard-edge/cs249r_book/commit/51daec3550f119ecff756d8296e5ed0bd0b96b3b) Merge branch 'dev' into eliza-sidenotes - [`64753c4`](https://github.com/harvard-edge/cs249r_book/commit/64753c40b548439419db38220a39d2cd836218d5) Merge branch 'dev' into eliza-sidenotes ### 📊 Changes **10 files changed** (+123887 additions, -113 deletions) <details> <summary>View changed files</summary> ➕ `Machine-Learning-Systems 2.tex` (+61625 -0) ➕ `Machine-Learning-Systems 3.tex` (+61526 -0) 📝 `contents/core/data_engineering/data_engineering.qmd` (+35 -13) 📝 `contents/core/efficient_ai/efficient_ai.qmd` (+18 -8) 📝 `contents/core/frameworks/frameworks.qmd` (+58 -23) 📝 `contents/core/hw_acceleration/hw_acceleration.qmd` (+54 -19) 📝 `contents/core/ml_systems/ml_systems.qmd` (+25 -6) ➕ `contents/core/ml_systems/ml_systems_working.qmd` (+422 -0) 📝 `contents/core/optimizations/optimizations.qmd` (+60 -23) 📝 `contents/core/training/training.qmd` (+64 -21) </details> ### 📄 Description …pters Before submitting your Pull Request, please review and complete the items on this checklist. - [x] The text has been proofread for grammar and spelling errors. - [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] The chapter's formatting is consistent with the rest of the book. - [x] The chapter has been locally built and tested using Quarto. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-03-22 15:50:52 -05:00

GiteaMirror closed this issue

2026-03-22 15:50:53 -05:00

GiteaMirror referenced this issue

2026-04-11 07:56:25 -05:00

[GH-ISSUE #776] figure pass + ml ops feedback #1576

GiteaMirror referenced this issue

2026-04-19 12:12:19 -05:00

[GH-ISSUE #776] figure pass + ml ops feedback #4196

GiteaMirror referenced this issue

2026-04-21 21:29:17 -05:00

[GH-ISSUE #776] figure pass + ml ops feedback #5538