<ul><li>The author shares their thoughts on the machine learning basics they look for in data scientist interviews.</li><li>They have written a post about the mathematics they consider important in data scientist interviews, which was well received.</li><li>In this post, they delve deeper into the machine learning knowledge expected from data scientists.</li><li>The author aims to provide a comprehensive resource for candidates preparing for interviews or refreshing their ML knowledge.</li></ul>

Machine Learning Basics I Look for in Data Scientist Interviews

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