神经网络与深度学习

ebook 基于TensorFlow框架和Python技术实现

By 包子阳

cover image of 神经网络与深度学习

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Python、TensorFlow、神经网络和深度学习因人工智能的流行而成为当下IT领域的热门关键词。本书首先介绍Python及其常用库Numpy、Matplotlib和Scipy的基本使用方法;其次介绍TensorFlow的基本知识及使用方法;然后介绍神经网络的基础知识以及神经网络基本应用——感知机、线性回归与逻辑回归的理论与实现;最后介绍两种热门的深度神经网络——卷积神经网络和循环神经网络的理论与实现。本书内容由浅入深,循序渐进,实践性强,包含丰富的仿真实例。

神经网络与深度学习