Beginning with Deep Learning Using TensorFlow is popular PDF and ePub book, written by Mohan Kumar Silaparasetty in 2022-02-09, it is a fantastic choice for those who relish reading online the Antiques & Collectibles genre. Let's immerse ourselves in this engaging Antiques & Collectibles book by exploring the summary and details provided below. Remember, Beginning with Deep Learning Using TensorFlow can be Read Online from any device for your convenience.
Beginning with Deep Learning Using TensorFlow Book PDF Summary
A Practicing Guide to TensorFlow and Deep Learning KEY FEATURES ● Equipped with a necessary introduction to Deep Learning and AI. ● Includes demos and templates to give your projects a good start. ● Find more on the most important facets of AI, image, and speech recognition. DESCRIPTION This book begins with the configuration of an Anaconda development environment, essential for practicing the deep learning process. The basics of machine learning, which are needed for Deep Learning, are explained in this book. TensorFlow is the industry-standard library for Deep Learning, and thereby, it is covered extensively with both versions, 1.x and 2.x. As neural networks are the heart of Deep Learning, the book explains them in great detail and systematic fashion, beginning with a single neuron and progressing through deep multilayer neural networks. The emphasis of this book is on the practical application of key concepts rather than going in-depth with them. After establishing a firm basis in TensorFlow and Neural Networks, the book explains the concepts of image recognition using Convolutional Neural Networks (CNN), followed by speech recognition, and natural language processing (NLP). Additionally, this book discusses Transformers, the most recent advancement in NLP. WHAT YOU WILL LEARN ● Create machine learning models for classification and regression. ● Utilize TensorFlow 1.x to implement neural networks. ● Work with the Keras API and TensorFlow 2. ● Learn to design and train image categorization models. ● Construct translation and Q & A apps using transformer-based language models. WHO THIS BOOK IS FOR This book is intended for those new to Deep Learning who want to learn about its principles and applications. Before you begin, you'll need to be familiar with Python. TABLE OF CONTENTS 1. Introduction to Artificial Intelligence 2. Machine Learning 3. TensorFlow Programming 4. Neural Networks 5. TensorFlow 2 6. Image Recognition 7. Speech Recognition
Detail Book of Beginning with Deep Learning Using TensorFlow PDF
- Author : Mohan Kumar Silaparasetty
- Release : 09 February 2022
- Publisher : BPB Publications
- ISBN : 9789355510471
- Genre : Antiques & Collectibles
- Total Page : 318 pages
- Language : English
- PDF File Size : 15,9 Mb
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