Prismatic wants to be the newspaper for a digital age What did the printed newspaper provide in its heyday as the information-delivery system of choice? A collection of news and other interesting content, selected by knowledgeable editors from a wide range of sources, presented in an easy-to-scan format. Now, the supply of information we have available to us is almost never-ending — but we still need an easy and efficient way to filter it, and find what is interesting and relevant, and share it with others. The field is filled with contenders who believe they can solve that problem, including News.me and Flipboard and Zite, and one of the newest is a San Francisco-based startup called Prismatic. Like a newspaper, but in real time and social One of the interesting things about Prismatic is that Cross doesn’t have a background in media — his specialty is data analysis and machine learning.
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Going Deeper into Neural Networks Posted by Alexander Mordvintsev, Software Engineer, Christopher Olah, Software Engineering Intern and Mike Tyka, Software EngineerUpdate - 13/07/2015Images in this blog post are licensed by Google Inc. under a Creative Commons Attribution 4.0 International License. However, images based on places by MIT Computer Science and AI Laboratory require additional permissions from MIT for use.Artificial Neural Networks have spurred remarkable recent progress in image classification and speech recognition. But even though these are very useful tools based on well-known mathematical methods, we actually understand surprisingly little of why certain models work and others don’t. So let’s take a look at some simple techniques for peeking inside these networks. We train an artificial neural network by showing it millions of training examples and gradually adjusting the network parameters until it gives the classifications we want.
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