Explore machine learning for Java engineers using Apache Spark MLlib in this 45-minute conference talk. Discover how to leverage familiar frameworks and your native language to tackle simple machine learning tasks and algorithms, including regression, classification, and clustering. Learn to apply these concepts practically by distinguishing pop music from heavy metal. Gain insights into the accessibility of machine learning for developers without extensive mathematical backgrounds, challenging the notion that it's exclusively for data scientists. Broaden your perspective on the machine learning universe and its applications in Java engineering while having fun with hands-on examples.
Overview
Syllabus
Introduction to ML with Apache Spark MLib by Taras Matyashovskyy
Taught by
Devoxx