intro-to-data-science

Content for a 1- to 2-day course introducing concepts in data science, aimed at intermediate Python coders.

Curriculum

• 0_data.ipynb — A quick introduction to pandas for 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.