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Deep Learning in Neural Networks: An Overview – Schmidhuber 2014 What a wonderful treasure trove this paper is! Schmidhuber provides all the background you need to gain an overview of deep learning (as of 2014) and how we got there through the preceding...

Earlier this month, Google open sourced its second generation artificial intelligence engine, TensorFlow, to much fanfare, bringing the world a bit closer to user-friendly machine learning (ML). TensorFlow is a robust, application-grade software library...

9:00 Xavier Amatriain - Netflix machine learning Background: Research/Engineering Director at Netflix Why didn’t they use Netflix final prize? The model complexity created engineering challenges that didn’t justify the business benefits...

Building and training your first TensorFlow graph from the ground up. The TensorFlow project is bigger than you might realize. The fact that it's a library for deep learning, and its connection to Google, has helped TensorFlow attract a lot of attention...

This is the second installment in a three-part review of 2016 in machine learning and deep learning. Part One, here, covered general trends. In Part Two, we review the year in open source machine learning and deep learning projects. Part Three will cover...