Machine Learning in the Browser (JavaScript)

Hi Front-end lovers,

We'll host a new event next Wednesday, November 6th.

This time, Claudio Teixeira (Senior Software Engineer @ Altar.io) will be talking about machine learning in the browser.

We train our models in Python and then we run them in the browser. This is simple as loading a pre-trained model (JSON) into the browser and make some magic with the assistance of a library like TensorFlow.js. This magic happens when we grab any input from the user (keyboard, mouse, camera, microphone), pass those values to the graph, “magic” computation happens (TensorFlow.js) and then results are popped out, so we can perform actions based on these results.

Agenda
> Quick intro to machine learning
> Machine learning for non-data science engineers
> TensorFlow.js
> Transfer learning as a better option
> Demo with browser audio API (live stream)
> Discussion/ Q&A

We look forward to seeing you there. Beer and pizzas are on us!