Commit 44abdbf
Major content expansion: Module 26 split, 9 new sections, 10 appendices, cross-references, illustrations
- Split Module 26 into 3 modules: 26 (Production Engineering), 27 (Safety/Ethics/Regulation), 28 (Strategy/Product/ROI)
- Added 9 Tier 1 new sections: 8.5, 9.4, 10.5, 12.7, 18.5, 21.5, 22.4, 23.4, 25.8
- Created 10 appendices (A-J): Math Foundations, ML Essentials, Python, Environment Setup, Git, Glossary, Hardware, Model Cards, Prompt Templates, Datasets
- Consolidated agents from 47 to 42 (merged overlapping roles)
- Added/upgraded 9 inline SVG diagrams across Modules 09, 23, 24
- Added cross-reference hyperlinks across all 150+ section files
- Tier 2 (20 items) and Tier 3 (18 items) content expansions complete
- Updated all index/ToC files for new book structure (29 modules)
- Added 8 SVG callout icons and CSS integration
- Updated team.html to reflect 42-agent pipeline
- Added agent skills backup under agents/skills-backup-2026-03-27/
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>1 parent af6ec83 commit 44abdbf
358 files changed
Lines changed: 28370 additions & 7682 deletions
File tree
- agents
- skills-backup-2026-03-27
- appendices
- appendix-a-mathematical-foundations
- appendix-b-ml-essentials
- appendix-c-python-for-llm
- appendix-d-environment-setup
- appendix-e-git-collaboration
- appendix-f-glossary
- appendix-g-hardware-compute
- appendix-h-model-cards
- appendix-i-prompt-templates
- appendix-j-datasets-benchmarks
- capstone
- images/icons
- part-1-foundations
- module-00-ml-pytorch-foundations
- module-01-foundations-nlp-text-representation
- module-02-tokenization-subword-models
- module-03-sequence-models-attention
- module-04-transformer-architecture
- module-05-decoding-text-generation
- part-2-understanding-llms
- module-06-pretraining-scaling-laws
- images
- module-07-modern-llm-landscape
- images
- module-08-inference-optimization
- images
- part-3-working-with-llms
- module-09-llm-apis
- images
- module-10-prompt-engineering
- images
- module-11-hybrid-ml-llm
- images
- part-4-training-adapting
- module-12-synthetic-data
- images
- module-13-fine-tuning-fundamentals
- images
- module-14-peft
- images
- module-15-distillation-merging
- images
- module-16-alignment-rlhf-dpo
- images
- module-17-interpretability
- images
- part-5-retrieval-conversation
- module-18-embeddings-vector-db
- images
- module-19-rag
- images
- module-20-conversational-ai
- images
- part-6-agents-applications
- module-21-ai-agents
- images
- module-22-multi-agent-systems
- images
- module-23-multimodal
- images
- module-24-llm-applications
- images
- module-25-evaluation-observability
- images
- part-7-production-strategy
- module-26-production-engineering
- images
- module-26-production-safety-ethics
- module-27-safety-ethics-regulation
- images
- module-28-strategy-product-roi
- images
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