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Data Science
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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