Overview
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Explore Java-friendly machine learning with JSR381 in this comprehensive conference talk. Learn about the importance of machine learning for Java developers and the challenges they face with existing libraries. Discover JSR381, an open-source API for visual recognition that offers a Java-friendly approach to machine learning. Delve into the goals, architecture, and practical applications of JSR381 across various industries. Watch a live demonstration of the API in action using IntelliJ IDEA. Gain insights from Java Champions Frank Greco and Zoran Sevarac as they discuss the future of machine learning in Java and showcase the potential of JSR381 for building innovative applications.
Syllabus
Intro
What is Machine Learning
Machine Learning Diagram
Machine Learning vs Conventional Programming
Pattern Detection
Pattern Languages
Patterns
Core of ML
ML in any language
All of us
Firstclass citizen
Java developer
Java for ML
The Big Companies
Dont Boil the Ocean
Amazon
What is JSR381
Common Issues
Goals
Machine Learning
Architecture
Demo
Training
Taught by
IntelliJ IDEA by JetBrains