Deep Learning. John D. Kelleher

Deep-Learning.pdf
ISBN: 9780262537551 | 296 pages | 8 Mb

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

Download Deep Learning

Ebook for vbscript free download Deep Learning in English FB2 DJVU PDB 9780262537551

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.

Topic: deep-learning · GitHub
GitHub is where people build software. More than 40 million people use GitHub to discover, fork, and contribute to over 100 million projects. Classes, Workshops, Training | NVIDIA Deep Learning Institute
The NVIDIA Deep Learning Institute (DLI) offers hands-on training in AI and accelerated computing to solve real-world problems. Developers, data scientists   MIT 6.S191: Introduction to Deep Learning
6.S191: Introduction to Deep Learning. MIT's introductory course on deep learning methods and applications. Registration for 2019 is now open! Deep Learning Explained - edX
Machine learning uses computers to run predictive models that learn from existing data to forecast future behaviors, outcomes, and trends. Deep learning is a  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 explained | InfoWorld
Deep learning is a form of machine learning that models patterns in data as complex, multi-layered networks. Because deep learning is the  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  Deep Learning Techniques for Text Classification - Data Driven
Deep Neural Networks architectures are designed to learn through multiple connections of layers where every single layer only receives a  The Complete Beginners Guide to Deep Learning - Towards Data
We live in a world where, for better and for worse, we are constantly surrounded by deep learning algorithms. From social network filtering to driverless cars to  Intro to TensorFlow for Deep Learning | Udacity
Learn how to build deep learning applications with TensorFlow. This course was developed by the TensorFlow team and Udacity as a practical approach to  Neural Networks and Deep Learning | Coursera
Learn Neural Networks and Deep Learning from deeplearning.ai. If you want to break into cutting-edge AI, this course will help you do so. Deep learning 

Links:
Ebook ebook downloads That Will Never Work: The Birth of Netflix and the Amazing Life of an Idea by Marc Randolph