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Overview
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This course aims to teach attendees how to utilize machine learning to enhance UI/UX in web applications. By using Brain.js, participants will learn to implement text prediction, make layout adjustments, identify malicious users, and more. The course covers the basics of machine learning and algorithms, demonstrates the practical applications of Brain.js, and explores how neural networks function. Through JavaScript, attendees will discover how to train models and provide real-time updates to users. The course is designed for developers interested in leveraging machine learning to create more user-friendly web experiences.
Syllabus
Introduction
Overview
Neural Networks
Predict User Intent
Brain Juice
Choosing Your Features
Training Your Model
Making Predictions
Coding
Key takeaways
Taught by
JSConf