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Deep Learning Pipeline

Overview of attention for book
Cover of 'Deep Learning Pipeline'

Table of Contents

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    Book Overview
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    Chapter 1 A Gentle Introduction
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    Chapter 2 Setting Up Your Environment
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    Chapter 3 A Tour Through the Deep Learning Pipeline
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    Chapter 4 Build Your First Toy TensorFlow app
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    Chapter 5 Defining Data
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    Chapter 6 Data Wrangling and Preprocessing
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    Chapter 7 Data Resampling
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    Chapter 8 Feature Selection and Feature Engineering
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    Chapter 9 Deep Learning Fundamentals
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    Chapter 10 Improving Deep Neural Networks
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    Chapter 11 Convolutional Neural Network
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    Chapter 12 Sequential Models
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    Chapter 13 Selected Topics in Computer Vision
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    Chapter 14 Selected Topics in Natural Language Processing
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    Chapter 15 Applications
Attention for Chapter 7: Data Resampling
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