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Kick-off Assignment
Overview
Setting up Python Environment
Introduction to version control with Git and GitHub
Preparations
Using Visual Studio Code (VS Code) for Python and Version Control
Tasks
Assignment 1
Overview
Install Required Python libraries
Processing data with pandas
Plotting in with Pandas and Matplotlib
Tasks - Assignment 1
Assignment 2
Introduction to “
Market Basket Analysis
” in Python
Introduction to GeoPanadas
Tasks - Assignment 2
Assignment 3
Classification in Machine Learning: An Introduction
Classification with Python
Tasks - Assignment 3
Assignment 4
Clustering in Machine Learning: An Introduction
Clustering Geospatial Data
Tasks - Assignment 4
Bonus Assignment
Tasks - Bonus Assignment
Index
