> For the complete documentation index, see [llms.txt](https://igb.mit.edu/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://igb.mit.edu/mini-courses/python/machine-learning-with-python.md).

# Machine Learning with Python

- [About Machine Learning](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/about-machine-learning.md)
- [Hands-On](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on.md)
- [Project Introduction](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/project-introduction.md)
- [Supervised Approaches](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/supervised-approaches.md)
- [The Logistic Regression Model](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/supervised-approaches/the-logistic-regression-model.md)
- [K-Nearest Neighbors](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/supervised-approaches/k-nearest-neighbors.md)
- [Unsupervised Approaches](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/unsupervised-approaches.md)
- [K-Means Clustering](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/unsupervised-approaches/k-means-clustering.md)
- [Further Resources](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/further-resources.md)