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DataSci-217
Pages
Overview
References
Shell Workout
Foundational
01. Command Line + Python
02. Python + Git
03. Data Structures
04. NumPy
05. Pandas
Extended
06. Data Loading
07. Data Cleaning
08. Data Wrangling
09. Visualization
10. Aggregation
11. Time Series
Resources
GitHub Repository
The Missing Semester
The Linux Command Line
References
Course Textbook
Python for Data Analysis, 3rd Edition
— Wes McKinney
Command Line & Git
The Missing Semester of Your CS Education
— MIT
The Linux Command Line
— William Shotts
Pro Git
— Scott Chacon & Ben Straub
Python
Official Python Tutorial
Real Python
Automate the Boring Stuff with Python
Data Science Libraries
NumPy Documentation
Pandas Documentation
Matplotlib Documentation
Seaborn Documentation
Markdown
Markdown Guide
GitHub Flavored Markdown Spec