Five Pillars of a Successful Machine Learning Project with Nebius' Head of Product

What does it take to deliver a successful ML project from start to finish? In this session, we will explore the five key pillars that form the foundation of any effective machine learning initiative. We’ll discuss the importance of data—the lifeblood of ML—along with how the people you assemble can make or break success. We’ll examine project selection strategies to maximize impact, the essential tools that bring your projects to life, and the critical role of leadership in guiding teams toward meaningful outcomes. Whether you’re just starting in ML or looking to refine your existing approach, this session will offer practical insights into what truly matters in building high-impact machine learning solutions.