Resource for interview preparation of data science position
##Machine learning## ###Theory
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Machine learning Theories (Stanford CS229). We should mainly focus on Supervised Learning, Unsupervised Learning and Learning Theory. Probably 16 lectures. 1. Syllabus 2. Notes 3. Videos
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Boosting Trees 1. Slides 2. Understanding XGBoost Model on Otto Dataset 3. Papers
###Feature Selection##
###Missing Value##
##NLP##