Take a hands-on approach to understanding deep learning and build smart applications that can recognize images and interpret text
Key Features
Understand how to implement deep learning with TensorFlow and Keras
Learn the fundamentals of computer vision and image recognition
Study the architecture of different neural networks
Book Description
Are you fascinated by how deep learning powers intelligent applications such as self-driving cars, virtual assistants, facial recognition devices, and chatbots to process data and solve complex problems? Whether you are familiar with machine learning or are new to this domain, The Deep Learning Workshop will make it easy for you to understand deep learning with the help of interesting examples and exercises throughout.
The book starts by highlighting the relationship between deep learning, machine learning, and artificial intelligence and helps you get comfortable with the TensorFlow 2.0 programming structure using hands-on exercises. You'll understand neural networks, the structure of a perceptron, and how to use TensorFlow to create and train models. The book will then let you explore the fundamentals of computer vision by performing image recognition exercises with convolutional neural networks (CNNs) using Keras. As you advance, you'll be able to make your model more powerful by implementing text embedding and sequencing the data using popular deep learning solutions. Finally, you'll get to grips with bidirectional recurrent neural networks (RNNs) and build generative adversarial networks (GANs) for image synthesis.
By the end of this deep learning book, you'll have learned the skills essential for building deep learning models with TensorFlow and Keras.
What you will learn
Understand how deep learning, machine learning, and artificial intelligence are different
Develop multilayer deep neural networks with TensorFlow
Implement deep neural networks for multiclass classification using Keras
Train CNN models for image recognition
Handle sequence data and use it in conjunction with RNNs
Build a GAN to generate high-quality synthesized images
Who this book is for
If you are interested in machine learning and want to create and train deep learning models using TensorFlow and Keras, this workshop is for you. A solid understanding of Python and its packages, along with basic machine learning concepts, will help you to learn the topics quickly.
Автор: Questlove Название: Rahim And Kasia Book Two ISBN: 0593354109 ISBN-13(EAN): 9780593354100 Издательство: Random House (USA) Рейтинг: Цена: 827.00 р. Наличие на складе: Нет в наличии.
Автор: Rahim M. Afzalur Название: Diversity, Conflict, and Leadership ISBN: 1412842662 ISBN-13(EAN): 9781412842662 Издательство: Taylor&Francis Рейтинг: Цена: 22202.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Current Topics in Management is an annual scholarly journal and this volume is divided into four major sections: Managing Conflict and Justice; Leadership, Social Capital, and Personality; Entrepreneurship and Small Business Management; and Ethics, Learning, and Change
Автор: Abdul-Rahim Nafisah Название: Zara`s New Eid Dress ISBN: 1480888931 ISBN-13(EAN): 9781480888937 Издательство: Неизвестно Рейтинг: Цена: 3580.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Questlove Название: Rahim And Kasia Book Two ISBN: 0593354095 ISBN-13(EAN): 9780593354094 Издательство: Random House (USA) Рейтинг: Цена: 1562.00 р. Наличие на складе: Нет в наличии.
Автор: Hussain Rahim Название: Birth of a Hero ISBN: 1528918185 ISBN-13(EAN): 9781528918183 Издательство: Неизвестно Рейтинг: Цена: 1786.00 р. Наличие на складе: Нет в наличии.
Описание: In the world of Varcita, there is a continent named Meruem which is known as "the continent of the kings". The continent is split into five kingdoms, each ruled by "kings", and each king rules with an iron fist and makes life on Meruem almost unbearable. Follow Mirah, a street child, as he begins his journey in the real world: from mundane activities such as attending classes and meditating to life-threatening adventures like fighting in a tournament and stopping a genocide. Along the way, he picks up some friends and allies like Lucas, a coward, and Kilyua, a mysterious transfer student. However, behind the scenes many mysteries arise. Who are Mirah's parents? What is the ancient Yuuos bloodline magic? Who really is Hiramal Kio? Many questions, very few answers.
Автор: Questlove Название: Rahim And Kasia ISBN: 0593354079 ISBN-13(EAN): 9780593354070 Издательство: Random House (USA) Рейтинг: Цена: 827.00 р. Наличие на складе: Нет в наличии.
Автор: Questlove Название: Rahim And Kasia ISBN: 0593354060 ISBN-13(EAN): 9780593354063 Издательство: Random House (USA) Рейтинг: Цена: 1746.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A comprehensive look at the syntactic properties of Portuguese, focusing on differences between European and Brazilian Portuguese such as their pronominal and agreement systems, null subjects, null complements and word order. It is essential reading for researchers and students of Portuguese language, Romance linguistics and theoretical syntax.
Автор: Rahim Leila Название: Where is Buttons? ISBN: 1913653943 ISBN-13(EAN): 9781913653941 Издательство: Неизвестно Рейтинг: Цена: 1052.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Life Is a Story
This is a true story that follows the paw prints of a special little cat, Buttons, and the hopeful little girl, Tammy, who never gives up hope of seeing him again...
Автор: Questlove Название: Rahim And Kasia Book Three ISBN: 0593354133 ISBN-13(EAN): 9780593354131 Издательство: Random House (USA) Рейтинг: Цена: 827.00 р. Наличие на складе: Нет в наличии.
Автор: Questlove Название: Rahim And Kasia Book Three ISBN: 0593354125 ISBN-13(EAN): 9780593354124 Издательство: Random House (USA) Рейтинг: Цена: 1562.00 р. Наличие на складе: Нет в наличии.
Автор: Fraser-rahim, Muhammad Название: Americas other muslimsimam wdcb ISBN: 1498590195 ISBN-13(EAN): 9781498590198 Издательство: Неизвестно Рейтинг: Цена: 24140.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Fraser-Rahim spotlights the emergence of an American school of Islamic thought, which was created and established by the son of the former Nation of Islam leader. W. D. Mohammed rejected his father`s teachings and embraced normative Islam on his own terms while balancing classical Islam and his lived experience of Islam in the diaspora.
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