Introduction to Data Science

Welcome to my data science class page! Here you’ll find the work I’ve completed (exercises and projects), resources I’ve found helpful throughout the semester, and new technologies I’ve started working with.

Projects

1. Intro to Python and Pandas
2. Gapminder and Plotting Data
3. Boston Housing Modelling
4. Persons Data with wealthC and wealthI

Exercises

1. 02/08/2021 – Gapminder Data

Exam Corrections

• mid term corrections
• mid term script

Slice of Data Science

1. 03/24/2021 – Claire Heinbaugh

Resources

• making brew compatible with M1 chip
• pandas documentation
• iloc and loc distinction
• indexing with pandas functions
• understanding APIs
• why do indices start at 0?
• switch statement in python
• apply function vs for loop; how to optimize pandas code

Technologies

• pycharm
• jupyter hub