Deep Learning For Dummies 1st edition by John Paul Mueller, Luca Massaron – Ebook PDF Instant Download/Delivery: 1119543046 , 978-1119543046
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Product details:
ISBN 10: 1119543046
ISBN 13: 978-1119543046
Author: John Paul Mueller, Luca Massaron
Deep learning provides the means for discerning patterns in the data that drive online business and social media outlets. Deep Learning for Dummies gives you the information you need to take the mystery out of the topic—and all of the underlying technologies associated with it.
In no time, you’ll make sense of those increasingly confusing algorithms, and find a simple and safe environment to experiment with deep learning. The book develops a sense of precisely what deep learning can do at a high level and then provides examples of the major deep learning application types.
- Includes sample code
- Provides real-world examples within the approachable text
- Offers hands-on activities to make learning easier
- Shows you how to use Deep Learning more effectively with the right tools
This book is perfect for those who want to better understand the basis of the underlying technologies that we use each and every day.
Deep Learning For Dummies 1st Table of contents:
Part 1: Discovering Deep Learning
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Chapter 1: Introducing Deep Learning
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Chapter 2: Introducing the Machine Learning Principles
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Chapter 3: Getting and Using Python
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Chapter 4: Leveraging a Deep Learning Framework
Part 2: Considering Deep Learning Basics
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Chapter 5: Reviewing Matrix Math and Optimization
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Chapter 6: Laying Linear Regression Foundations
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Chapter 7: Introducing Neural Networks
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Chapter 8: Building a Basic Neural Network
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Chapter 9: Moving to Deep Learning
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Chapter 10: Explaining Convolutional Neural Networks
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Chapter 11: Introducing Recurrent Neural Networks
Part 3: Interacting with Deep Learning
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Chapter 12: Performing Image Classification
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Chapter 13: Learning Advanced CNNs
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Chapter 14: Working on Language Processing
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Chapter 15: Generating Music and Visual Art
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Chapter 16: Building Generative Adversarial Networks
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Chapter 17: Playing with Deep Reinforcement Learning
Part 4: The Part of Tens
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Chapter 18: Ten Applications that Require Deep Learning
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Chapter 19: Ten Must-Have Deep Learning Tools
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Chapter 20: Ten Types of Occupations that Use Deep Learning
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