Erez Barak

Erez Barak, Partner Group Manager of Azure ML at Microsoft, shares his expertise in automated machine learning. He discusses the transformative impact of AutoML on the data science process, emphasizing its role in featurization, model selection, and hyperparameter tuning. The conversation also explores the balance between automation and human intuition, alongside the importance of systematic model building in lead scoring and ensuring model fairness. Erez dives into practical post-deployment use cases and the evolving landscape of MLOps.