: Define your train/test split strategy to avoid data leakage.
## Common Interview Questions ### Behavioral * Tell me about a project you worked on that involved machine learning * How do you stay up-to-date with new developments in machine learning? Machine Learning System Design Interview Pdf Github
: A curated collection of resources, including links to tech blogs (Uber, Netflix, Airbnb) that explain how major companies build their large-scale ML systems. ml-interviews-book by Chip Huyen : While her full book is a paid resource, the GitHub repository : Define your train/test split strategy to avoid
: Features 211 diagrams to help visualize complex systems, which is highly valued for whiteboard-style interviews. Full Lifecycle Focus including links to tech blogs (Uber
Here are some GitHub repositories to help you prepare:
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