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Introduction to Python for Biomedical Innovation 🧬🐍
Module 1: Setting Up
Python in Terminal
Python in VSCode
Python in Anaconda Navigator
How to Run the Notebook Exercices
Installing Python Packages
Need Help? Create a GitHub Issue
Module 1: Practice Sheet
Module 2: Python Foundations
2. Variables
3 Arithmetic and Logical Operations and Expressions
4. Strings
5. Data Structures
6. Conditional Blocks
7. Error Handling
8. Practice Sheet
Module 3: Introduction to Numpy
Module 4: Introduction to Pandas
Module 4a: Creating a pandas dataframe
Module 4b: Selecting rows and columns in pandas
Module 4b: Expanding dataframes
Module 4d: Saving and loading a dataframe
Module 4e: Exploratory data analysis
Module 5: Introduction to Data Visualization
Data visualization with matpotlib and seaborn
Importing packages
Module 6: Introduction to Functions
Module 6a: Function Basics
Module 6b: Return Statements
Module 6c: Local vs Global Variables
Module 6d: Docstrings
Module 6e: Parameters and Arguments
Module 6f: Extra (OPTIONAL)
Module 6: Practice Sheet
Module 7: Introduction to Classes
Module 7 Practice Sheet
Module 8: Final Exercice
M8: Final Practice on a Heart Disease Dataset (with Solutions)
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