Using Machine Learning to Improve UI - UX

Explore how machine learning can revolutionize UI/UX development in this JSConf Hawaii 2020 conference talk. Discover the potential of Brain.js to enhance web applications through text prediction, layout optimization, and user security. Gain insights into neural networks, machine learning algorithms, and their practical applications in web development. Learn to implement Brain.js for real-time user experience improvements, understand business cases where machine learning adds value, and grasp fundamental concepts to kickstart your journey in AI-driven web development. By the end of this 22-minute presentation, acquire the knowledge to leverage machine learning techniques in creating more user-friendly and efficient web applications.

Introduction
Overview
Neural Networks
Predict User Intent
Brain Juice
Choosing Your Features
Training Your Model
Making Predictions
Coding
Key takeaways