Emerging AI Technologies : A Quick Guide


This post introduces you to emerging AI technologies that will potentially lead growth of artificial intelligence applications for next two to five years. 1. Generative Adversarial Networks Generative Adversarial Networks (GANs) use two models: a generator and a discriminator, both trained with same data. Generator generates new examples from given data and throws them to discriminator, along...

Building a Movie Recommendation Service with Apache Spark


In this tutorial I’ll show you building a movie recommendation service with Apache Spark. Two users are alike if they rated a product similarly. For example, if Alice rated a book 3/5 and Bob also rated the same book 3.3/5 they are very much alike. Now if Bob buys another book and rates it 4/5 we should suggest that book to Alice, that’s what a recommender system does. See references...


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