Machine Learning

Train an Image Classifier with TensorFlow for Poets – Machine Learning Recipes #6

Monet or Picasso? In this episode of Google Developers, we’ll train our own image classifier, using TensorFlow for Poets. Along the way, I’ll introduce Deep Learning, and add context and background on why the classifier works so well. Here are links to learn more, thanks for watching, and have fun! TensorFlow for Poets Codelab: https://goo.gl/QTwZ3v …

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Wide & Deep Learning with TensorFlow – Machine Learning

Wide & Deep Learning (https://research.googleblog.com/2016/…) combines the power of memorization and generalization by jointly training wide linear models and deep neural networks. We’ve open-sourced the implementation with an easy-to-use API in TensorFlow. It’s effective for generic large-scale regression and classification problems with sparse inputs, such as recommender systems, search, ranking problems and more. We hope …

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Breakthroughs in Machine Learning – Google I/O 2016

Advances in machine learning are powering new products from speech recognition to Smart Reply. But how does the “intelligence” in these systems actually work—what’s going on inside a finished product, and what major challenges remain? In this session of Google Developers, they share a behind-the-scenes look at three machine learning technologies they’re working on at Google. See …

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Machine learning is not the future – Google I/O 2016

AI and machine learning have been a topic of science fiction for years, and they’ll continue to be. But this talk isn’t about science fiction—it’s about all the amazing new things that machine learning is already doing for us today. It is already around us, in many many products. See where machine learning is used …

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