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Download the 700-page Detailed Tutorial on Deep Learning in Graphics PPT
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The following is the rewritten content, retaining the HTML structure and image address information of the original text: ---This tutorial is written by Niloy J. Mitra and other scholars from University College London (UCL), UK. The topic focuses on deep learning in computer graphics. Applications, and conducted an in-depth discussion under the title "Creative AI". ### Contents Table of Contents 1. Overview 2. Basics of Machine Learning 3. Basics of Neural Networks 4. Feature Visualization 5. Alternatives to Direct Supervision 6. Images 7. 3D8. Physical Animation --- Download method: Please follow the official account, backend Reply with the keyword "20200101" to obtain resources. ---*All works whose sources are not marked as "Machine Learning Algorithm and Python Learning Original" are reprinted manuscripts and are intended to promote information exchange. It does not mean that this official account agrees with its views or is responsible for the authenticity of its content. ---Recommended reading: - [Produced by Stanford] Andrew Ng’s CS230 deep learning course cheat sheet is here | Attached download - Knowledge points | Python progress bar is actually that simple! - This face generator open sourced by a graduate student is amazing. It has all the faces of Internet celebrities, celebrities, and cute baby faces - Download | 850 pages >> Deep learning and reinforcement learning tutorial [produced by DeepMind] - [Best tutorial of the year] Python is fun to fight monsters, 147 simple codes to help you go from beginner to master | Chinese resources - Download | The classic and timeless material "Neural Network Machine Learning" --- Picture resource address: [http://resources2020.oss-cn- beijing.aliyuncs.com/image/0a84537aac9ceb63be61b6ce1b1d9cf3.jpg](http://resources2020.oss-cn-beijing.aliyuncs.com/image/0a84537aac9ceb63be61b6ce1b1d9cf3.jpg)---
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