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Episkills: Learn to Code in Python for Epidemiology
Motivation
Why should you learn to code?
What this course will and won't do
Getting started
Setting up Python
Python packages
Using the Jupyter Notebook (1:11)
Warming up
Python 101
Python 201
Data analysis, part 1
Getting started with pandas
The basics of dataframes
Data selection and filtering
Data analysis, part 2
Categorical and stratified data analysis
Data cleaning
Common statistics
Special operations
For loops and if-then statements
Dictionaries and try-except statements
Functions
Visualization
Plotting using seaborn
Plotting using matplotlib
Closing
Thank you
The basics of dataframes
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