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Advanced Applied Deep Learning

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Cover of 'Advanced Applied Deep Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction and Development Environment Setup
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    Chapter 2 TensorFlow: Advanced Topics
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    Chapter 3 Fundamentals of Convolutional Neural Networks
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    Chapter 4 Advanced CNNs and Transfer Learning
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    Chapter 5 Cost Functions and Style Transfer
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    Chapter 6 Object Classification: An Introduction
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    Chapter 7 Object Localization: An Implementation in Python
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    Chapter 8 Histology Tissue Classification
Attention for Chapter 3: Fundamentals of Convolutional Neural Networks
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