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Mastering TensorFlow 2.x: Implement Powerful Neural Nets across Structured, Unstructured datasets and Time Series Data (English Edition) - Softcover

 
9789391392222: Mastering TensorFlow 2.x: Implement Powerful Neural Nets across Structured, Unstructured datasets and Time Series Data (English Edition)

Synopsis

Work with TensorFlow and Keras for real performance of deep learning

Key Features

● Combines theory and implementation with in-detail use-cases.

● Coverage on both, TensorFlow 1.x and 2.x with elaborated concepts.

● Exposure to Distributed Training, GANs and Reinforcement Learning.

Description

Mastering TensorFlow 2.x is a must to read and practice if you are interested in building various kinds of neural networks with high level TensorFlow and Keras APIs. The book begins with the basics of TensorFlow and neural network concepts, and goes into specific topics like image classification, object detection, time series forecasting and Generative Adversarial Networks.

While we are practicing TensorFlow 2.6 in this book, the version of Tensorflow will change with time; however you can still use this book to witness how Tensorflow outperforms. This book includes the use of a local Jupyter notebook and the use of Google Colab in various use cases including GAN and Image classification tasks. While you explore the performance of TensorFlow, the book also covers various concepts and in-detail explanations around reinforcement learning, model optimization and time series models.

What you will learn

● Getting started with Tensorflow 2.x and basic building blocks.

● Get well versed in functional programming with TensorFlow.

● Practice Time Series analysis along with strong understanding of concepts.

● Get introduced to use of TensorFlow in Reinforcement learning and Generative Adversarial Networks.

● Train distributed models and how to optimize them.

Who this book is for

This book is designed for machine learning engineers, NLP engineers and deep learning practitioners who want to utilize the performance of TensorFlow in their ML and AI projects. Readers are expected to have some familiarity with Tensorflow and the basics of machine learning would be helpful.

Table of Contents

1. Getting started with TensorFlow 2.x

2. Machine Learning with TensorFlow 2.x

3. Keras based APIs

4. Convolutional Neural Networks in Tensorflow

5. Text Processing with TensorFlow 2.x

6. Time Series Forecasting with TensorFlow 2.x

7. Distributed Training and DataInput pipelines

8. Reinforcement Learning

9. Model Optimization

10. Generative Adversarial Networks

"synopsis" may belong to another edition of this title.

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Paperback. Condition: new. Paperback. Work with TensorFlow and Keras for real performance of deep learningKey FeaturesCombines theory and implementation with in-detail use-cases.Coverage on both, TensorFlow 1.x and 2.x with elaborated concepts.Exposure to Distributed Training, GANs and Reinforcement Learning.DescriptionMastering TensorFlow 2.x is a must to read and practice if you are interested in building various kinds of neural networks with high level TensorFlow and Keras APIs. The book begins with the basics of TensorFlow and neural network concepts, and goes into specific topics like image classification, object detection, time series forecasting and Generative Adversarial Networks.While we are practicing TensorFlow 2.6 in this book, the version of Tensorflow will change with time; however you can still use this book to witness how Tensorflow outperforms. This book includes the use of a local Jupyter notebook and the use of Google Colab in various use cases including GAN and Image classification tasks. While you explore the performance of TensorFlow, the book also covers various concepts and in-detail explanations around reinforcement learning, model optimization and time series models.What you will learnGetting started with Tensorflow 2.x and basic building blocks.Get well versed in functional programming with TensorFlow.Practice Time Series analysis along with strong understanding of concepts.Get introduced to use of TensorFlow in Reinforcement learning and Generative Adversarial Networks.Train distributed models and how to optimize them.Who this book is forThis book is designed for machine learning engineers, NLP engineers and deep learning practitioners who want to utilize the performance of TensorFlow in their ML and AI projects. Readers are expected to have some familiarity with Tensorflow and the basics of machine learning would be helpful.Table of Contents1. Getting started with TensorFlow 2.x2. Machine Learning with TensorFlow 2.x3. Keras based APIs4. Convolutional Neural Networks in Tensorflow5. Text Processing with TensorFlow 2.x6. Time Series Forecasting with TensorFlow 2.x7. Distributed Training and DataInput pipelines8. Reinforcement Learning9. Model Optimization10. Generative Adversarial NetworksRead more Mastering TensorFlow 2.x covers theory and implementation of deep learning with TensorFlow and Keras. It includes topics like image classification, GANs, and reinforcement learning. Suitable for ML engineers and practitioners, the book explores TensorFlow 2.x, functional programming, time series analysis, and distributed training. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9789391392222

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