Explore the intersection of machine learning and information security in this BSidesLV conference talk by Alex Pinto. Delve into the challenges of big data, learn about various machine learning applications in security, including fraud detection and spam filtering, and understand the importance of statistical relevance. Discover what makes a good data scientist, examine the evolving landscape of cyber threats, and gain insights on improving data quality. Get practical advice on how to start implementing machine learning in information security and understand the key differences between traditional and data-driven approaches.