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New Data Science Course: Exploratory Data Analysis with Python

New Data Science Course: Exploratory Data Analysis with Python

by Ad Min -
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Exploratory Data Analysis Visualizations

This course is a CrashProgram (short course) introducing exploratory data analysis using credit risk data as the use case

  • We learn the concept and techniques of Exploratory Data Analysis
  • Touch upon the issue of bias and how to mitigate it
  • Learn about more advanced formats such as HDF
  • Learn basic exploratory data analysis using pandas
  • Create standard graphs using seaborn
  • Calculate Contingency tables, WoE and Information Value using pandas, scipy and statsmodels