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How do Neural Networks Learn?
Neural networks are generating a lot of excitement, while simultaneously posing challenges to people trying to understand how they work. Visualize how neural nets work from the experience of implementing a real world project.
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Amazon Top 20 Books in Neural Networks
These are the most popular neural networks books on Amazon. Perhaps there is something of interest to you here.
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A Statistical View of Deep Learning
A statistical overview of deep learning, with a focus on testing wide-held beliefs, highlighting statistical connections, and the unseen implications of deep learning. The post links to 6 articles covering a number of related topics.
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What No One Tells You About Real-Time Machine Learning
Real-time machine learning has access to a continuous flow of transactional data, but what it really needs in order to be effective is a continuous flow of labeled transactional data, and accurate labeling introduces latency.
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Topological Data Analysis – Open Source Implementations
Topological Data Analysis (TDA) is making waves in the analytics community lately, but are there open source options available?
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Why Deep Learning Works – Key Insights and Saddle Points
A quality discussion on the theoretical motivations for deep learning, including distributed representation, deep architecture, and the easily escapable saddle point.
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Amazon Top 20 Books in Data Mining
These are the most popular data mining books on Amazon. As you look to increase your knowledge, is there something listed here that is missing from your collection?
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The Best Advice From Quora on ‘How to Learn Machine Learning’
Top machine learning writers on Quora give their advice on learning machine learning, including specific resources, quotes, and personal insights, along with some extra nuggets of information.
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Aspect Based Sentiment Analysis Competition
SemEval is back and so is the Aspect Based Sentiment Analysis (ABSA) competition, which has gone multilingual for ABSA16. Get all of the details below.
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Top /r/MachineLearning Posts, September: Implement a neural network from scratch in C++
Neural network in C++ for beginners, Chinese character handwriting recognition beats humans, a handy machine learning algorithm cheat sheet, neural nets versus functional programming, and a neural nets paper repository.
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