Introduction
Machine learning from scratch
Introduction
Set-up
Using Python Virtual Environments (venv) in VS Code
Jupyter Notebooks in Google Colab
Task: Setting up VS Code for Python
What is machine learning?
What is machine learning?
Regression from scratch
Clustering from scratch
More Sophisticated Clustering Algorithms
Dimensionality Reduction
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