For candidates, this is daunting. For interviewers, it’s difficult to standardize. That is precisely why the name has become synonymous with clarity and structure in this chaotic niche. His approach, encapsulated in sought-after resources (including a famous PDF portable version of his notes), has helped thousands of engineers crack FAANG and Tier-1 ML roles.

Selecting appropriate algorithms (e.g., Deep Learning vs. Tree-based models). For candidates, this is daunting