Artificial intelligence and machine learning have become foundational technologies in the modern IT world. While the abundance of available materials, frameworks, and ready-made solutions suggests it’s never been easier to begin, the reality is often more complex. An overwhelming number of options can make it difficult to choose the right path from the start.

In this debate-style session, we’ll explore various approaches to getting started with AI/ML. We'll discuss key tools and resources that make it easier to take your first steps in the field, and examine how to distinguish between solutions that truly move you forward and those that might mislead or slow your progress.

Through real-world examples, we’ll highlight common mistakes and challenges faced by beginners, and share proven ways to avoid them - so your journey into AI/ML is effective, inspiring, and full of opportunity.

You’ll leave this session with a clear action plan, equipped with the knowledge, tools, and confidence to enter the world of AI/ML in the right direction.