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AI, ML & Data Engineering Follow 990 Followers

Book Review Python Machine Learning - Second Edition

by Roland Meertens Follow 8 Followers on  Oct 16, 2017

The book Python Machine Learning, second edition by Sebastian Raschka and Vahid Mirjalili, is a tutorial to a broad range of machine learning applications with Python. It provides a practical introduction to machine learning. The main revision to the first edition is neural network practices. There are now five chapters that discuss neural networks, and their implementation in TensorFlow.

AI, ML & Data Engineering Follow 990 Followers

Facebook Transitioning to Neural Machine Translation

by Alex Giamas Follow 10 Followers on  Aug 17, 2017

Facebook recently announced the global rollout of NMT. Switching from phrase based translation models to NMT has been rolled out for more than 2,000 translation directions and 4.5 billion translations per day. According to Facebook this provides an 11% increase in BLEU score. We will discuss how it was achieved, what it means for machine generated translation and how it fares against competition.

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