Introduction To Probability and Statistics

In 2019, for two semesters at the City College of New York, I taught Introduction to Probability and Statistics using Python for undergrad students majoring in Computer Science. The goal of the class was an applied approach that would introduce the students to Python and familiarize them with the basic principles of data retrieval and cleaning, descriptive statistics, visualization, test evaluation, and prediction, gearing them up with the coding and statistical skills needed to be an entry-level Data Analyst. The test culminated in an independent project where the students took a dataset of their choosing and wrote an analysis of it in a Jupyter notebook. Here is the Github repo showing the curriculum.