[Pdf/ePub] Deep Learning by John D. Kelleher download ebook

Deep Learning by John D. Kelleher

• Deep Learning
• John D. Kelleher
• Page: 296
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780262537551
• Publisher: MIT Press

Download Deep Learning

Best free ebook downloads for ipad Deep Learning FB2 ePub 9780262537551 in English

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.

Deep Learning for Business | Coursera
Learn Deep Learning for Business from Yonsei University. Your smartphone, smartwatch, and automobile (if it is a newer model) have AI (Artificial Intelligence)   Software links | Deep Learning
MXNet – MXNet is a deep learning framework designed for both efficiency and Lasagne – Lasagne is a lightweight library to build and train neural networks in  What is deep learning? | SAS
Deep learning is a type of machine learning that uses deep neural networks to train a computer to perform human-like tasks, like recognizing speech or images. AI vs. Machine Learning vs. Deep Learning - The Dataiku Blog
Talking about AI is increasingly complex because it's often used interchangeably with the terms machine learning (ML) and deep learning (DL). Deep Learning and Artificial Intelligence Solutions | NVIDIA
The world of computing is experiencing an incredible change with the introduction of deep learning and AI. Deep learning relies on GPU acceleration, both for  Interpreting Deep Learning Models for Computer Vision - Medium
and “How does a machine learning or deep learning model make its decisions?”. Interpreting machine learning or deep learning models has 

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