Hands-On Machine Learning with Scikit-Learn and TensorFlow [EPUB]

5星(超过95%的资源)
所需积分/C币:9 2017-03-27 02:48:51 8.41MB EPUB
33
收藏 收藏
举报

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurélien Géron English | 2017 | ISBN: 1491962291 | 566 Pages | EPUB | 8.41 MB 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

...展开详情
立即下载 身份认证VIP会员低至7折
一个资源只可评论一次,评论内容不能少于5个字
fbake 有参考价值。
2018-06-14
回复
sun33170161 谢谢分享,非常好的书
2018-03-16
回复
StuDog 经典的资料, 比较有参考价值
2018-02-27
回复
qqaazzqqaazzqqaa mac上ibook可以直接打开,看着很舒服,书也很好
2017-12-12
回复
小肚子鱼丸 谢谢分享,非常好的书
2017-11-30
回复
张小牙 谢谢分享,赶紧看
2017-11-28
回复
逗比小卷毛 非常好的的电子书, 电脑端安装calibre看很方便, 转换格式后用kindle也很方便! 多谢!
2017-11-27
回复
xiangxy84 谢谢分享,非常好的书
2017-10-18
回复
tianzhiyu1029 谢谢分享,非常好的书
2017-10-16
回复
tsingdao05 非常好的书,太给力啦,谢谢分享!
2017-09-18
回复
您会向同学/朋友/同事推荐我们的CSDN下载吗?
谢谢参与!您的真实评价是我们改进的动力~
  • 签到新秀

  • 至尊王者

关注 私信
上传资源赚钱or赚积分
最新推荐
Hands-On Machine Learning with Scikit-Learn and TensorFlow [EPUB] 9积分/C币 立即下载
1/0