Overview
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Explore applied machine learning in the browser using TensorFlow.js in this 47-minute conference talk. Learn the fundamentals of machine learning and discover how to leverage pre-built ML models directly in web browsers. Follow along as the speaker demonstrates loading a pre-trained model to build a web application that queries the IMDB dataset without server-side processing. Gain hands-on experience with TensorFlow.js, including how to convert a standard HD5 TensorFlow trained model for use in web browsers. Ideal for developers interested in integrating machine learning capabilities into their web applications.
Syllabus
Applied Machine Learning in the Browser with Tensorflow js by Pratik Patel
Taught by
Devoxx