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Updates book content and configuration

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Refines book abstracts, table of contents, and diagram configurations for improved clarity and structure.

This commit enhances the descriptions of both Volume I and Volume II, emphasizing their respective focuses. It also introduces a framework decision tree to guide the selection of parallel training strategies and inference frameworks, and diagrams for visualizing hardware constraints.
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Vijay Janapa Reddi
2026-02-21 08:19:01 -05:00
parent 0614676798
commit 62b98edee1
29 changed files with 1025 additions and 206 deletions
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README.md
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@@ -132,8 +132,8 @@ The learning stack below shows how the textbook connects to hands on work and de
| | Component | What You Do | Link |
|--|-----------|-------------|------|
| **READ** | [📖 Textbook](https://mlsysbook.ai/book/) | Understand ML systems concepts | [book/](book/README.md) |
| | [📘 Volume I](https://mlsysbook.ai/vol1/) | Foundations: Build, Optimize, Deploy | |
| | [📙 Volume II](https://mlsysbook.ai/vol2/) | At Scale: Scale, Distribute, Govern | |
| | [📘 Volume I](https://mlsysbook.ai/vol1/) | Build, Optimize, Deploy | |
| | [📙 Volume II](https://mlsysbook.ai/vol2/) | Scale, Distribute, Govern | |
| **EXPLORE** | 🔮 Software Co-Labs | Run controlled experiments on latency, memory, energy, cost | *Coming 2026* |
| **BUILD** | [🔥 TinyTorch](https://mlsysbook.ai/tinytorch/) | Understand frameworks by implementing them | [tinytorch/](tinytorch/README.md) |
| **DEPLOY** | [🔧 Hardware Kits](https://mlsysbook.ai/kits/) | Engineer under real constraints: memory, power, timing, safety | [kits/](kits/README.md) |
@@ -283,8 +283,8 @@ All contributions go to [Open Collective](https://opencollective.com/mlsysbook),
| Resource | Description |
|---|---|
| [📖 **Full Textbook**](https://mlsysbook.ai/book/) | Complete interactive online textbook (both volumes) |
| [📘 **Volume I**](https://mlsysbook.ai/vol1/) | Foundations: Build, Optimize, Deploy |
| [📙 **Volume II**](https://mlsysbook.ai/vol2/) | At Scale: Scale, Distribute, Govern |
| [📘 **Volume I**](https://mlsysbook.ai/vol1/) | Build, Optimize, Deploy |
| [📙 **Volume II**](https://mlsysbook.ai/vol2/) | Scale, Distribute, Govern |
| [🔥 **TinyTorch**](https://mlsysbook.ai/tinytorch/) | Build ML frameworks from scratch |
| [🔧 **Hardware Kits**](https://mlsysbook.ai/kits/) | Deploy to Arduino, Raspberry Pi, edge devices |
| [🌐 **Ecosystem**](https://mlsysbook.org) | Resources, workshops, and community |