diff --git a/README.md b/README.md index ad4d0f2..94c402d 100644 --- a/README.md +++ b/README.md @@ -375,6 +375,28 @@ You'll learn: This book is intended for software developers and system programmers interested in Rust as a C/C++ alternative. This book is also available to students interested in learning systems programming using Rust. The book assumes you have prior knowledge of basic programming concepts or any other programming language. +### [The Burn Book](https://burn.dev/book/overview.html) *Free* + +This book will help you get started with the Burn deep learning framework. +If you know Pytorch Burn will probably seem familiar to you. +**The book assumes a basic understanding of deep learning concepts.** + +Burn places a significant emphasis on making the right compromises in the right areas to facilitate exceptional flexibility, high performance, and a seamless developer experience. Burn is designed to serve as a versatile framework suitable for a wide range of research and production uses. + +**Target Audience**: + +* **Machine Learning Researchers**: Enhanced experiment construction and execution, with rapid idea iteration and swift testing. +* **Machine Learning Engineers**: Develop robust, cost-effective models, ensuring seamless deployment and economic efficiency. +* **Low level Software Engineers**: Leverage hardware-specific features ensuring precise control over computation. + +**Core Learning Modules**: + +* **Basic Workflow**: From Training to Inference: The fundamentals, guiding you through the entire workflow, from training your models to deploying them for inference. +* **Building Blocks**: Burn's core components, understanding how they fit together to form the basis for more advanced usage and customization. +* **Custom Training Loop**: How to customize your training loops, fine-tuning your models to meet your specific requirements. +* **Import ONNX Model**: Learn how to seamlessly import models from ONNX, expanding your compatibility with other deep learning ecosystems. +* **Advanced**: Exploring Burn's capabilities at their peak. This section caters to those who want to push the boundaries of what's possible with Burn. + **Resources** ====