Session Details

Machine learning in the browser using TensorFlow.js

Regular Session

In order to start out with machine learning you typically would need to learn Python, Tensorflow, Jupyter Notebook etc. But what if you could run your machine learning straight in the browser. This can be done through Tensorflow.js. In this session you will get an introduction so that you can use it in your own projects. This session will give you an introduction to what Machine learning is and what types of problem you can solve. TensorFlow as a library will be introduced and then TensorFlow.js will be presented with a focus on how you can use a machine learning model in your JavaScript application. Next, we will build an image classification web app that uses a predefined TensorFlow model. Finally, some examples on how TensorFlow.js is used in commercial applications will be given.
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A software development conference in the Louisville, KY area on August 18 - 20, 2021 designed to cover all aspects of software development regardless of development stack.

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