Deep Learning: From Basics to Practice (Volume 1 and 2) Reveal the mystery behind AI and chatgpt! (produced by Asynchronous Books)(Chinese Edition)

AN DE LU GE LA SI NA ( Andrew Glassner ) . LUO JIA JIA YI

ISBN 10: 711555451X / ISBN 13: 9787115554512

About this Item

Paperback. Pub Date: 2022-12-01 Pages: 824 Language: Chinese Publisher: People's Posts and Telecommunications Publishing House This book starts with the basic concepts and theories. and explains the relevant knowledge of deep learning from the shallower to the deeper through nearly a thousand pictures and simple examples. And does not involve complex mathematical content. This book is divided into two volumes. The first volume focuses on the basics of deep learning. aiming to help readers bui.

Seller Inventory # NY048535

Bibliographic Details

• Title: Deep Learning: From Basics to Practice (Volume 1 and 2) Reveal the mystery behind AI and chatgpt! (produced by Asynchronous Books)(Chinese Edition)
• ISBN 10: 711555451X
• ISBN 13: 9787115554512
• Binding: paperback
• Condition: New

About this title

Synopsis

本书从基本概念和理论入手，通过近千张图和简单的例子由浅入深地讲解深度学习的相关知识，且不涉及复杂的数学内容。 本书分为上下两册。上册着重介绍深度学习的基础知识，旨在帮助读者建立扎实的知识储备，主要介绍随机性与基础统计学、训练与测试、过拟合与欠拟合、神经元、学习与推理、数据准备、分类器、集成算法、前馈网络、激活函数、反向传播等内容。下册介绍机器学习的 scikit-learn 库和深度学习的 Keras 库（这两种库均基于 Python 语言），以及卷积神经网络、循环神经网络、自编码器、强化学习、生成对抗网络等内容，还介绍了一些创造性应用，并给出了一些典型的数据集，以帮助读者更好地了解学习。 本书适合想要了解和使用深度学习的人阅读，也可作为深度学习教学培训领域的入门级参考用书。