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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

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By Reza Safarzadeh

Last updated on Mar 25, 2025.