Neural Network Programming with TensorFlow
Language: English
Published by Packt Publishing, 2017
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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US$ 88.83
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nach der Bestellung gedruckt Neuware - Printed after ordering - Neural Networks and their implementation decoded with TensorFlowKey Features:Develop a strong background in neural network programming from scratch, using the popular Tensorflow library.Use Tensorflow to implement different kinds of neural networks - from simple feedforward neural networks to multilayered perceptrons, CNNs, RNNs and more.A highly practical guide including real-world datasets and use-cases to simplify your understanding of neural networks and their implementation.Book Description:If you're aware of the buzz surrounding the terms such as 'machine learning,' 'artificial intelligence,' or 'deep learning,' you might know what neural networks are. Ever wondered how they help in solving complex computational problem efficiently, or how to train efficient neural networks This book will teach you just that.You will start by getting a quick overview of the popular TensorFlow library and how it is used to train different neural networks. You will get a thorough understanding of the fundamentals and basic math for neural networks and why TensorFlow is a popular choice Then, you will proceed to implement a simple feed forward neural network. Next you will master optimization techniques and algorithms for neural networks using TensorFlow. Further, you will learn to implement some more complex types of neural networks such as convolutional neural networks, recurrent neural networks, and Deep Belief Networks. In the course of the book, you will be working on real-world datasets to get a hands-on understanding of neural network programming. You will also get to train generative models and will learn the applications of autoencoders.By the end of this book, you will have a fair understanding of how you can leverage the power of TensorFlow to train neural networks of varying complexities, without any hassle. While you are learning about various neural network implementations you will learn the underlying mathematics and linear algebra and how they map to the appropriate TensorFlow constructs.What You Will Learn:Learn Linear Algebra and mathematics behind neural network.Dive deep into Neural networks from the basic to advanced concepts like CNN, RNN Deep Belief Networks, Deep Feedforward Networks.Explore Optimization techniques for solving problems like Local minima, Global minima, Saddle pointsLearn through real world examples like Sentiment Analysis.Train different types of generative models and explore autoencoders.Explore TensorFlow as an example of deep learning implementation.Who this book is for:This book is meant for developers with a statistical background who want to work with neural networks. Though we will be using TensorFlow as the underlying library for neural networks, book can be used as a generic resource to bridge the gap between the math and the implementation of deep learning. If you have some understanding of Tensorflow and Python and want to learn what happens at a level lower than the plain API syntax, this book is for you.…
Seller Inventory # 9781788390392
- Title
- Neural Network Programming with TensorFlow
- Author
- Manpreet Singh Ghotra
- Publisher
- Packt Publishing
- Publication year
- 2017
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1788390393
- ISBN 13
- 9781788390392
- Item weight
- 518 grams
- Dimensions
- 235x191x15 mm
Neural Networks and their implementation decoded with TensorFlow
Key Features:
- Develop a strong background in neural network programming from scratch, using the popular Tensorflow library.
- Use Tensorflow to implement different kinds of neural networks - from simple feedforward neural networks to multilayered perceptrons, CNNs, RNNs and more.
- A highly practical guide including real-world datasets and use-cases to simplify your understanding of neural networks and their implementation.
Book Description:
If you're aware of the buzz surrounding the terms such as "machine learning," "artificial intelligence," or "deep learning," you might know what neural networks are. Ever wondered how they help in solving complex computational problem efficiently, or how to train efficient neural networks? This book will teach you just that.
You will start by getting a quick overview of the popular TensorFlow library and how it is used to train different neural networks. You will get a thorough understanding of the fundamentals and basic math for neural networks and why TensorFlow is a popular choice Then, you will proceed to implement a simple feed forward neural network. Next you will master optimization techniques and algorithms for neural networks using TensorFlow. Further, you will learn to implement some more complex types of neural networks such as convolutional neural networks, recurrent neural networks, and Deep Belief Networks. In the course of the book, you will be working on real-world datasets to get a hands-on understanding of neural network programming. You will also get to train generative models and will learn the applications of autoencoders.
By the end of this book, you will have a fair understanding of how you can leverage the power of TensorFlow to train neural networks of varying complexities, without any hassle. While you are learning about various neural network implementations you will learn the underlying mathematics and linear algebra and how they map to the appropriate TensorFlow constructs.
What You Will Learn:
- Learn Linear Algebra and mathematics behind neural network.
- Dive deep into Neural networks from the basic to advanced concepts like CNN, RNN Deep Belief Networks, Deep Feedforward Networks.
- Explore Optimization techniques for solving problems like Local minima, Global minima, Saddle points
- Learn through real world examples like Sentiment Analysis.
- Train different types of generative models and explore autoencoders.
- Explore TensorFlow as an example of deep learning implementation.
Who this book is for:
This book is meant for developers with a statistical background who want to work with neural networks. Though we will be using TensorFlow as the underlying library for neural networks, book can be used as a generic resource to bridge the gap between the math and the implementation of deep learning. If you have some understanding of Tensorflow and Python and want to learn what happens at a level lower than the plain API syntax, this book is for you.
"Synopsis" may belong to another edition of this title.
About the Author
Rajdeep Dua has over 18 years experience in the cloud and big data space. He has taught Spark and big data at some of the most prestigious tech schools in India: IIIT Hyderabad, ISB, IIIT Delhi, and Pune College of Engineering. He currently leads the developer relations team at Salesforce India. He has also presented BigQuery and Google App Engine at the W3C conference in Hyderabad. He led the developer relations teams at Google, VMware, and Microsoft, and has spoken at hundreds of other conferences on the cloud. Some of the other references to his work can be seen at Your Story and on ACM digital library. His contributions to the open source community relate to Docker, Kubernetes, Android, OpenStack, and Cloud Foundry.
"About the title" may belong to another edition of this title.
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