Titel: Mastering TensorFlow 2.x: Implement Powerful Neural Nets across Structured, Unstructured datasets and Time Series Data (English Edition)
Verlag: BPB Publications
Erscheinungsjahr: 2022
Sprache: Englisch
ISBN-10: 9391392229
ISBN-13: 9789391392222
Einband: Softcover
Zustand: New

�ber diesen Titel

Inhaltsangabe

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

�ber die Autorin bzw. den Autor

Rajdeep has 20+ years of experience in the software industry and 5-6 years’ experience leading teams in the machine learning and deep learning space. He and his teams have been working on deep learning use cases like object detection, time series forecasting, image classification as well as OCR. He has also been writing books in this space for quite a few years and has been a visiting faculty at IIIT Hyderabad, Indian School of Business (Business Analytics course) and College of Engineering Pune

��ber diesen Titel� kann sich auf eine andere Ausgabe dieses Titels beziehen.

Anbieterinformationen

Hello! Ria Christie Collections is an online venture that was initially set up in 2012 to sell books. We do not have a physical high street store. We are professional online booksellers. We only sell brand new books in perfect condition that we source from various suppliers and the publishers. Primarily, our aim is to provide an excellent service to all our customers. We always work as a team to achieve this. Our other objectives are to: 1. Ensure that all our products reach their destination quickly in a safe and secure manner 2. Answer to all our customer queries within 24 hours 3. Ensure that our customers are happy with their purchases 4. Provide all the items at a competitive price 5. Always listen to our customers Ria Christie Collections is not a registered company. It is a Sole Trader venture. Other key information is shown below: Contact Person Name: Rakesh Luchmun (Mr) Storefront Name: Ria Christie Collections Place of Establishment Address: Suite B; ARUN House; ARUN Building Arundel Road Uxbridge UB8 2RR United Kingdom E-Mail Address: riachristie@hotmail.co.uk VAT Number: GB 160 5650 25 We always work hard and aim to comply with all of Abebooks Policies. If you have any issues, please do not hesitate to write to us whether before or after a purchase. We promise to reply to you promptly and, in any case, within 24 hours. Thank you kindly! Yours sincerely Mr Rakesh Luchmun (Founder) and the Ria Christie Collections Team

Zur Homepage des Verk�ufers

Unternehmensdaten des Verk�ufers

Ryefield Investments Limited
175 Pield Heath Road, Uxbridge, UB8 3NL, United Kingdom

Gesch�ftsbedingungen und Versandinformationen

Verkaufsbedingungen

All Returns and Refund are as per Abebooks policies.

Versandbedingungen

Orders usually ship within 2 business days. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required. Thank you!