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Industrial Machine Learning

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Cover of 'Industrial Machine Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Background Knowledge
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    Chapter 3 Classic Machine Learning
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    Chapter 4 Supervised Learning: Using Labeled Data for Insights
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    Chapter 5 Supervised Learning: Advanced Algorithms
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    Chapter 6 Unsupervised Learning: Using Unlabeled Data
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    Chapter 7 Unsupervised Learning: Neural Network Toolkits
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    Chapter 8 Unsupervised Learning: Deep Learning
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    Chapter 9 Reinforcement Learning: Using Newly Gained Knowledge for Insights
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    Chapter 10 Evolutionary Computing
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    Chapter 11 Mechatronics: Making Different Sciences Work as One
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    Chapter 12 Robotics Revolution
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    Chapter 13 Fourth Industrial Revolution (4IR)
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    Chapter 14 Industrialized Artificial Intelligence
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    Chapter 15 Final Industrialization Project
Attention for Chapter 2: Background Knowledge
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