Machine Learning With Tensorflow: A Deeper Look At Machine Learning With TensorFlow
暫譯: 深入探討機器學習與 TensorFlow

Frank Millstein

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商品描述

Machine Learning with TensorFlow

TensorFlow is a powerful open source software library for performing various numerical data flow graphs. With its powerful resources, TensorFlow is perfect for machine learning enthusiasts offering plenty of workspace where you can improve your machine learning techniques and build your own machine learning algorithms.
Thanks to its capability, in recent times TensorFlow definitely has made its way into the software mainstream, so everyone who is interested in machine learnings definitely should considers getting hands on TensorFlow practices.
With this book as your guide, you will get your hands on TensorFlow machine learning techniques, learn how to perform different neural network operations, learn how to deal with massive datasets and finally build your first machine learning model for data classification.

Here Is a Preview of What You’ll Learn Here…

  • What is machine learning
  • Main uses and benefits of machine learning
  • How to get started with TensorFlow, installing and loading data
  • Data flow graphs and basic TensorFlow expressions
  • How to define your data flow graphs and how to use TensorBoard for data visualization
  • Main TensorFlow operations and building tensors
  • How to perform data transformation using different techniques
  • How to build high performance data pipelines using TensorFlow Dataset framework
  • How to create TensorFlow iterators
  • Creating MNIST classifiers with one-hot transformation

Get this book NOW and learn how to do various machine learning tasks using TensorFlow!

商品描述(中文翻譯)

# 機器學習與 TensorFlow

TensorFlow 是一個強大的開源軟體庫,用於執行各種數值數據流圖。憑藉其強大的資源,TensorFlow 非常適合機器學習愛好者,提供了大量的工作空間,讓您可以提升機器學習技術並構建自己的機器學習演算法。
由於其強大的能力,最近 TensorFlow 確實已經進入了軟體主流,因此所有對機器學習感興趣的人都應該考慮親自實踐 TensorFlow。
有了這本書作為您的指南,您將掌握 TensorFlow 機器學習技術,學習如何執行不同的神經網路操作,學習如何處理大量數據集,並最終構建您的第一個數據分類機器學習模型。

## 這裡是您將學到的內容預覽…

- 什麼是機器學習
- 機器學習的主要用途和好處
- 如何開始使用 TensorFlow,安裝和加載數據
- 數據流圖和基本的 TensorFlow 表達式
- 如何定義您的數據流圖以及如何使用 TensorBoard 進行數據可視化
- 主要的 TensorFlow 操作和構建張量
- 如何使用不同技術執行數據轉換
- 如何使用 TensorFlow Dataset 框架構建高效能數據管道
- 如何創建 TensorFlow 迭代器
- 使用 one-hot 轉換創建 MNIST 分類器

# 現在就獲得這本書,學習如何使用 TensorFlow 執行各種機器學習任務!