Deep Learning with Keras from Scratch
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. It could also be used as a quick guide on how to use and understand deep learning in the real life.
Description
AI especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
1131073245
Description
AI especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
Introduction
What is deep learning
Deep neural network basic concepts
Python and NumPy basic
Deep learning development environments
MNIST CNN example: A deep dive of how to handle image data
Pre-trained model, transfer learning and fine-tuning
Recurrent neural network - how to handle sequences data
Natural Language Processing
Optical character recognition
Audio processing, speech processing
Autoencoder network
Deep reinforcement learning
Learning from scratch (self-play) AlphaZero
How to deploy deep learning model.
Deep Learning with Keras from Scratch
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. It could also be used as a quick guide on how to use and understand deep learning in the real life.
Description
AI especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
Description
AI especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.
Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."
Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.
This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. The books could also be used as a quick guide on how to use and understand deep learning in the real life.
Readers should have basic knowledge of python, scripting etc.
Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.
Table of Contents
Introduction
What is deep learning
Deep neural network basic concepts
Python and NumPy basic
Deep learning development environments
MNIST CNN example: A deep dive of how to handle image data
Pre-trained model, transfer learning and fine-tuning
Recurrent neural network - how to handle sequences data
Natural Language Processing
Optical character recognition
Audio processing, speech processing
Autoencoder network
Deep reinforcement learning
Learning from scratch (self-play) AlphaZero
How to deploy deep learning model.
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Deep Learning with Keras from Scratch
Deep Learning with Keras from Scratch
eBook
$29.99
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Product Details
| BN ID: | 2940161177792 |
|---|---|
| Publisher: | comritecom |
| Publication date: | 03/30/2019 |
| Sold by: | Barnes & Noble |
| Format: | eBook |
| File size: | 20 MB |
| Note: | This product may take a few minutes to download. |
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