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Interview Prep Resources

Generally, you should be a pretty competent SWE interviewer so you should follow the

SWE interview preparation resources⁠

(the ability to do LeetCode easy’s/mediums should be enough). However, there are a few more topic areas you should know:

Data Manipulation (Pandas, SQL, NumPy)

Resources: Documentation, Experience with those technologies

Basic Probability/Statistics

Resources: Brilliant Courses

Machine Learning (Scikit-learn, TensorFlow, PyTorch)

Resources: Elements of Statistical Learning, Experience with those technologies

ML System Design

Resources: Grokking the ML Interview

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