Run AI models in the browser: Real life scenarios and implementations

Have you ever wanted to integrate AI into your web applications but didn’t know where to begin? What if getting started were much simpler than you thought?

In this session, we will explore how machine learning models, ranging from regression and classification algorithms to modern generative models, can be integrated directly into modern web applications and executed in the browser using JavaScript and TensorFlow.js.

This session combines theory and practice. We will begin with the fundamental concepts behind machine learning models and how they work under the hood. We will then move to a hands-on coding session, where we will build and analyze two of the most widely used machine learning models: a linear regression model and a neural network.