Yufeng Guo and Amy Unruh walk you through training and deploying a machine learning system using TensorFlow, a popular open source library. Yufeng and Amy begin with an overview of TensorFlow and a demonstration of some fun, already-trained TensorFlow models. You’ll then learn to build a simple classifier in TensorFlow before moving on to more complex classifier models. By comparing the results of the models, you’ll gain insight into deep learning and how it can apply to complex problems in science and industry.
Amy Unruh is a developer programs engineer for the Google Cloud Platform, where she focuses on machine learning and data analytics as well as other Cloud Platform technologies. Amy has an academic background in CS/AI and has also worked at several startups, done industrial R&D, and published a book on App Engine.
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