Content for a 1- to 2-day course introducing concepts in data science, aimed at intermediate Python coders.
0_data.ipynb— A quick introduction topandasfor data loading and exploratory data analysis (EDA) tasks.1_classification.ipynb— A small classification task: lithology prediction.2_regression.ipynb— A small regression task: well log prediction.2_regression_short.ipynb— A shorter version of the lesson on regression.