Deep Learning. John D. Kelleher

Deep Learning

ISBN: 9780262537551 | 296 pages | 8 Mb

Download PDF

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

Pdf books online download Deep Learning

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 & Artificial Intelligence Solutions from NVIDIA
Get the latest news on deep learning and artificial intelligence solutions and technologies, educational resources, and much more. Don't Learn Deep Learning - Towards Data Science
Deep Learning is one of the biggest breakthroughs in machine learning in the last generation — but does that mean that a generalist data  Deep Learning | Udacity
Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge. In this course, you'll  What is deep learning? Everything you need to know | ZDNet
The lowdown on deep learning: from how it relates to the wider field of machine learning through to how to get started with it. Why Deep Learning Works: solving a farmer's problem
This article is for those who miss a painless journey through the black box of deep learning. We motivate and engage the readers with a story about a farmer  Deep Learning | Udacity
Deep learning is driving advances in artificial intelligence that are changing our world. Enroll now to build and apply your own deep neural networks to produce  K-12 Teaching and Learning - Hewlett Foundation
The students in this classroom are engaged in deep learning. They are drawing on knowledge and skills from many subject areas and experiences to build  Top Deep Learning Courses Online - Updated [August 2019] | Udemy
Learn deep learning from top-rated instructors. Find the best deep learning courses for your level and needs, from Big Data and machine learning to neural  Deep Learning with TensorFlow: Applications of Deep Neural
6+ Hours of Video Instruction Deep Learning with TensorFlow LiveLessons is an introduction to Deep Learning that bring the revolutionary machine-learning  Want to know how Deep Learning works? Here's a quick guide for
Once you've read this article, you will understand the basics of AI and ML. More importantly, you will understand how Deep Learning, the most  MATLAB for Deep Learning - MATLAB & Simulink - MathWorks
With just a few lines of MATLAB® code, you can build deep learning models without having to be an expert. Explore how MATLAB can help you perform deep   A Selective Overview of Deep Learning
In simple words, deep learning uses the composition of many nonlinear While neural networks have a long history, recent advances have