Overview
Explore a conference talk that delves into the integration of artificial intelligence directly in web browsers using JavaScript. Learn about essential JavaScript libraries for AI development, understand the advantages of implementing machine learning within browsers, and examine potential challenges and considerations. Gain hands-on experience through demonstrations of TensorFlow.js and Transformers.js, two powerful frameworks that enable AI capabilities in web applications. Master practical implementations through live demos and discover pathways for continued learning in browser-based AI development. The 28-minute presentation provides a comprehensive overview of tools and techniques needed to harness the power of AI directly in web browsers, making advanced machine learning capabilities accessible through JavaScript.
Syllabus
Introduction to AI with JavaScript
Getting Started with JavaScript Libraries for AI
Benefits of Machine Learning in the Browser
Challenges and Considerations
Introduction to TensorFlow.js
TensorFlow.js Demo
Introduction to Transformers.js
Transformers.js Demo
Conclusion and Further Learning
Taught by
Conf42