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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the implementation of the K-means algorithm for image compression, starting with clustering a 2D dataset to compressing an image by reducing the number of colors. It also includes PCA for dimensionality reduction and face image dataset analysis.