Download Deep Learning (The MIT Press Essential PDF Free ePUB

Deep Learning (The MIT Press Essential Knowledge series) image

Overview

Review

Comments

Download PDF

An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars. Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, Microsoft, Facebook, Apple, or Baidu, we are often interacting with a deep learning system. In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains that deep learning enables data-driven decisions by identifying and extracting patterns from large datasets; its ability to learn from complex data makes deep learning ideally suited to take advantage of the rapid growth in big data and computational power. Kelleher also explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art. He describes the most important deep learning architectures, including autoencoders, recurrent neural networks, and long short-term networks, as well as such recent developments as Generative Adversarial Networks and capsule networks. He also provides a comprehensive (and comprehensible) introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning—major trends, possible developments, and significant challenges.

Details e-book Deep Learning

🗸 Author(s): John D. Kelleher
🗸 Title: Deep Learning (The MIT Press Essential Knowledge series)
🗸 Rating : 4.5 from 5 stars (292 reviews)
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle

Readers' opinions about Deep Learning by John D. Kelleher

Spring Baldwin
Explore the wonders of the natural world with this captivating exploration of wildlife and ecosystems. From the depths of the ocean to the heights of the mountains, the author takes readers on a journey through some of the planet's most extraordinary habitats. With its stunning photography and fascinating insights, this book is a feast for the eyes and the mind.

Rawena Briggs
Delve into the pages of this captivating novel, where the lines between reality and fantasy blur in a mesmerizing tale of magic and adventure. Set in a world where anything is possible, the story follows a group of unlikely heroes as they embark on a quest to save their kingdom from darkness. With its richly imagined world and engaging characters, this book is sure to enchant readers of all ages.

Skyler Shaw
Discover the secrets of the world's greatest masterpieces with this fascinating exploration of art history. From the Renaissance to the modern era, the author guides readers through the evolution of artistic styles and movements, offering insights into the lives and works of renowned artists. With its stunning visuals and insightful commentary, this book is a treasure trove of inspiration for art lovers and history buffs.