How to use Kmeans and Ipywidgets to unlock new data insights!

Описание: In this video, we dive into how k-means clustering can be used to create labels for completely unlabeled data. The dataset includes authentic coffee samples and known adulterants, but none of it was labeled! Watch as we use Python to apply unsupervised machine learning on Near-Infrared (NIR) spectra, uncovering hidden patterns and distinguishing genuine coffee from its impure counterparts. This video is perfect for those interested in machine learning, coffee analysis, or NIR spectroscopy. Don't miss out on this next step in our Python and Near IR journey!