mirror of
https://github.com/harvard-edge/cs249r_book.git
synced 2026-11-09 10:39:41 -06:00
Vijay Janapa Reddi
40a27a1d50
Retitle the chapter ML Lifecycle and rename its folder, files, assets, lab, slides, audit data, and instructor links, with redirects for the old URLs. Section IDs keep the sec-ml-workflow prefix. Update the ch2 hand-off and the conclusion to name the lifecycle.
190 lines
5.8 KiB
JSON
190 lines
5.8 KiB
JSON
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"url": "https://mlsysbook.ai/",
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"titleIncludes": "Machine Learning Systems",
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"expectedH1": "Machine Learning Systems",
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"expectedHeadings": [
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"A complete curriculum for AI engineering"
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"expectedText": [
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"Last updated June 2026"
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],
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"additionalPages": []
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"instructors": {
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"url": "https://mlsysbook.ai/instructors/",
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"titleIncludes": "Blueprint",
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"expectedH1": "The AI Engineering Blueprint",
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"expectedHeadings": [
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"Course Materials",
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"Teaching Resources",
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"Syllabi"
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],
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"course-map.html",
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"getting-started.html",
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"pedagogy.html",
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"foundations-syllabus.html",
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"scale-syllabus.html",
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"tinyml-syllabus.html",
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"ta-guide.html",
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"faq.html",
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"assessment.html",
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"customization.html"
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]
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},
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"slides": {
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"url": "https://mlsysbook.ai/slides/",
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"titleIncludes": "Slides",
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},
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"titleIncludes": "MLSys",
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"expectedHeadings": [],
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"additionalPages": []
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"labs": {
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"titleIncludes": "Labs",
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"vol1/lab_00_introduction/",
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"vol1/lab_01_ml_intro/",
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"vol2/lab_01_introduction/",
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"vol2/lab_02_compute_infra/"
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]
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"titleIncludes": "Machine Learning Systems",
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"data_engineering/data_engineering.html",
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"assets/downloads/Machine-Learning-Systems-Vol1.pdf",
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"assets/downloads/Machine-Learning-Systems-Vol1.epub"
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]
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"frontmatter/author_note.html",
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"compute_infrastructure/compute_infrastructure.html",
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"assets/downloads/Machine-Learning-Systems-Vol2.pdf",
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"assets/downloads/Machine-Learning-Systems-Vol2.epub"
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]
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},
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"url": "https://mlsysbook.ai/vol3/",
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"titleIncludes": "Agentic Machine Learning Systems",
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"frontmatter/author_note.html",
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"frontmatter/ai_use.html",
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"assets/downloads/Machine-Learning-Systems-Vol3.pdf",
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"assets/downloads/Machine-Learning-Systems-Vol3.epub"
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]
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},
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"vol4": {
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"url": "https://mlsysbook.ai/vol4/",
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"titleIncludes": "Physical AI Systems",
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"expectedHeadings": [],
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"frontmatter/author_note.html",
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"frontmatter/ai_use.html",
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"assets/downloads/Machine-Learning-Systems-Vol4.epub"
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]
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"titleIncludes": "Machine Learning Systems",
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"frontmatter/author_note.html",
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"introduction/introduction.html",
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"03_ml_lifecycle/03_ml_lifecycle.html",
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"data_engineering/data_engineering.html",
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"assets/downloads/Machine-Learning-Systems-Vol1.pdf",
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"assets/downloads/Machine-Learning-Systems-Vol1.epub"
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]
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},
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"url": "https://harvard-edge.github.io/cs249r_book_dev/vol2/",
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"titleIncludes": "Machine Learning Systems",
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"expectedHeadings": [],
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"additionalPages": [
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"frontmatter/author_note.html",
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"frontmatter/ai_use.html",
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"introduction/introduction.html",
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"compute_infrastructure/compute_infrastructure.html",
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"assets/downloads/Machine-Learning-Systems-Vol2.pdf",
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"assets/downloads/Machine-Learning-Systems-Vol2.epub"
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]
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},
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"dev-vol3": {
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"url": "https://harvard-edge.github.io/cs249r_book_dev/vol3/",
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"titleIncludes": "Agentic Machine Learning Systems",
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"additionalPages": [
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"frontmatter/author_note.html",
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"frontmatter/ai_use.html",
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"introduction/introduction.html",
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"assets/downloads/Machine-Learning-Systems-Vol3.pdf",
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"assets/downloads/Machine-Learning-Systems-Vol3.epub"
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]
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},
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"dev-vol4": {
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"url": "https://harvard-edge.github.io/cs249r_book_dev/vol4/",
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"linkScope": "https://harvard-edge.github.io/cs249r_book_dev/",
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"titleIncludes": "Physical AI Systems",
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"expectedHeadings": [],
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"additionalPages": [
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"frontmatter/author_note.html",
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"frontmatter/ai_use.html",
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"assets/downloads/Machine-Learning-Systems-Vol4.pdf",
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"assets/downloads/Machine-Learning-Systems-Vol4.epub"
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]
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},
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"kits": {
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"url": "https://mlsysbook.ai/kits/",
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"titleIncludes": "Kits",
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}
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}
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