Deep Learning with TensorFlow, 2nd Edition [EPUB]

Book Description

Deep learning is a branch of machine learning algorithms based on learning multiple levels of abstraction. Neural networks, which are at the core of deep learning, are being used in predictive analytics, computer vision, natural language processing, time series forecasting, and to perform a myriad of other complex tasks.

This book is conceived for developers, data analysts, machine learning practitioners and deep learning enthusiasts who want to build powerful, robust, and accurate predictive models with the power of TensorFlow v1.7, combined with other open source Python libraries.

Throughout the book, you’ll learn how to develop deep learning applications for machine learning systems using Feedforward Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Autoencoders, and Factorization Machines. Discover how to attain deep learning programming on GPU in a distributed way.

You’ll come away with an in-depth knowledge of machine learning techniques and the skills to apply them to real-world projects.

What You Will Learn

  • Apply deep machine intelligence and GPU computing with TensorFlow v1.7
  • Access public datasets and use TensorFlow to load, process, and transform the data
  • Discover how to use the high-level TensorFlow API to build more powerful applications
  • Use deep learning for scalable object detection and mobile computing
  • Train machines quickly to learn from data by exploring reinforcement learning techniques
  • Explore active areas of deep learning research and applications

下载地址

当前内容已被隐藏,您需要登录才能查看

「点点赞赏,手留余香」

    还没有人赞赏,快来当第一个赞赏的人吧!
0 条回复 A 作者 M 管理员
    当上帝赐给你荒野时,就意味着,他要你成为高飞的鹰
欢迎您,新朋友,感谢参与互动!欢迎您 {{author}},您在本站有{{commentsCount}}条评论