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Welcome to DS256 Data Science Programming

Setting Up and Resources

1. Setting Up
2. Our course GenAI Policy
3. Not-an-exam 1: Solutions

Introduction to Python

1. Intro to Notebooks and Python First Steps
3. Functions
4. Lists
5. Control Flow: Conditional statements
6. Control Flow: Loops
7. The GAME
8. Useful tidbits (loops and strings)
9. Dictionaries

Numpy and Matplotlib

1. Introducing (and importing) Packages and Modules
2. Numpy
3. Matplotlib
4. In class problem-solving!

Pandas

1. Pandas
2. Crack the Code!
3. Crack the Code! (Solutions)
4. Pandas - Grouping and Aggregation
5. Pandas - Merging DataFrames
6. Pandas Cheat Sheet

Assignments

Github Submission Guide
PS00
PS01
PS02
PS03 (v0.1)
PS04
Mini-Project 1 (and examples!)
PS05
PS06
PS06 - Helpful Hints

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By Eatai Roth, Gettysburg College

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