Machine Learning Fundamentals for Developers

​The workshop Machine Learning Fundamentals for Developers is a practical, hands-on learning session designed for developers who want to understand and apply machine learning concepts as a core part of modern AI-powered systems.

​Rather than focusing on theory alone, the session will introduce participants to core machine learning concepts through applied examples, simple experiments, and guided exercises, while briefly positioning ML within the broader AI landscape. Participants will learn how machine learning systems work, how data is used to train models, and how developers can apply ML techniques using accessible tools and frameworks.

​Through live demonstrations, step-by-step walkthroughs, and real-world use cases, participants will gain practical skills and tools they can immediately use in their work or personal projects.