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Transfer Learning Project Looks to Reuse Training Data

A new open source project seeks to simplify the use of a machine learning framework called “transfer learning” in which the ability to accomplish one task can be applied to subsequent tasks. Transfer learning spec Read more…

How to Make Deep Learning Easy

Deep learning has emerged as a cutting-edge tool for training computers to automatically perform activities like identifying stop signs, detecting a person's emotional state, and spotting fraud. However, the level of tec Read more…

Using Emojis to Boost Sentiment Analysis

The ongoing challenge of extracting knowledge from soaring volumes of unstructured data using text analysis tools and natural language processing technology now includes novel approaches like "emoji analytics" and parsin Read more…

Unstructured Data Miners Chase Silver with Deep Learning

The traditional approach to mining unstructured data typically involves training machine learning models upon high-quality "gold standard" data that's been meticulously groomed. But thanks to innovations in deep learning Read more…

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