首頁外文書人文科普 〉Hands-on Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Hands-on Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 其它優惠/消息


introduction all_character


內容簡介

Graphics in this book are printed in black and white.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.

By using concrete examples, minimal theory, and two production-ready Python frameworks—scikit-learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started.

●Explore the machine learning landscape, particularly neural nets
●Use scikit-learn to track an example machine-learning project end-to-end
●Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods
●Use the TensorFlow library to build and train neural nets
●Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning
●Learn techniques for training and scaling deep neural nets
●Apply practical code examples without acquiring excessive machine learning theory or algorithm details








詳細資料

誠品26碼 /2681547604005
ISBN 13 /9781491962299
ISBN 10 /1491962291
EAN /9781491962299

頁數572
尺寸23.3X18CM
裝訂平裝
級別
語言英文
成份0.00


科普產品推薦

The Universe in Bite-sized Chunks

Colin Stuart

NT$550

9折, NT$495

Maths in Bite-sized Chunks

Chris Waring

NT$550

9折, NT$495




Share/Save/Bookmark

查看全台書店有無此商品

 

熱銷商品