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Saturday, March 9, 2019

Intermediate Machine Learning Deep Learning Cheat Sheet


  • Traditional machine learning algorithms are mostly not designed for sequential data. Do B after A, then C. The kind of step wise output can not be comfortably generated by traditional machine learning algorithms. 

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Machine Learning Workflow

Data cleaning Missing data Outlier Others: duplicates, typos, special characters Strategy for missing data: imputation, mean, median...