They created a “periodic table” of over 20 classical machine-learning algorithms, showing how they are all connected through ...

You will have reading, a quiz, and a Jupyter notebook lab/Peer Review to implement the PCA algorithm. This week, we are working with clustering, one of the most popular unsupervised learning methods.

Specifically, the paper introduces a machine learning-based framework to optimize demand response programs. Using data from nearly 5,000 households in London, four clustering algorithms—K-means ...