Deep Learning

Collection of most popular resources in deep learning. Hand picked books, courses, webinars, tools, source codes, papers, blogs And applications

Deep Learning
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 develop a clear understanding of the moti...
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Deep Learning
The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is n...
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Neural Networks and Deep Learning
Neural Networks and Deep Learning is a free online book. The book will teach you about: 1. Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn ...
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TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimension...
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Colah's Blog

Christopher Olah has created a set of beautiful blog posts on :

Neural Networks (General)

Visualizing Neural Networks

Convolutional Neural Networks

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Inception in TensorFlow
ImageNet is a common academic data set in machine learning for training an image recognition system. Code in this directory demonstrates how to use TensorFlow to train and evaluate a type of convoluti...
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TensorFlow to Train and Evaluate a CNN on CIFAR-10 DATA
CIFAR-10 is a common benchmark in machine learning for image recognition. Code...
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Going Deeper with Convolutions
We propose a deep convolutional neural network architecture codenamed "Inception", which was responsible for setting the new state of the art for classification and detection in the ImageNet Large-Sca...
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