{"id":19,"date":"2024-04-23T12:18:07","date_gmt":"2024-04-23T16:18:07","guid":{"rendered":"https:\/\/community.mis.temple.edu\/kevinduffy\/blog\/points\/machine-learning-with-python-k-means-clustering\/"},"modified":"2024-04-23T12:18:07","modified_gmt":"2024-04-23T16:18:07","slug":"machine-learning-with-python-k-means-clustering","status":"publish","type":"points","link":"https:\/\/community.mis.temple.edu\/kevinduffy\/points\/machine-learning-with-python-k-means-clustering\/","title":{"rendered":"Machine Learning with Python: k-Means Clustering"},"content":{"rendered":"<p>K-means clustering is one of the most popular and easy to use clustering algorithms. In this course, Fred Nwanganga gives an introductory look at k-means clustering\u2014how it works, what it\u2019s good for, when you should use it, how to choose the right number of clusters, its strengths and weaknesses, and more. I learned how K-means clustering is used in market segmentation, medical imaging, and anomaly detection. Through hands on guidance, I was able to learn how to collect, explore, and transform data in preparation for segmenting data using K-means clustering while also being able to build such a model in python.<\/p>\n","protected":false},"author":29896,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-19","points","type-points","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/community.mis.temple.edu\/kevinduffy\/wp-json\/wp\/v2\/points\/19","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.mis.temple.edu\/kevinduffy\/wp-json\/wp\/v2\/points"}],"about":[{"href":"https:\/\/community.mis.temple.edu\/kevinduffy\/wp-json\/wp\/v2\/types\/points"}],"author":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/kevinduffy\/wp-json\/wp\/v2\/users\/29896"}],"replies":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/kevinduffy\/wp-json\/wp\/v2\/comments?post=19"}],"version-history":[{"count":0,"href":"https:\/\/community.mis.temple.edu\/kevinduffy\/wp-json\/wp\/v2\/points\/19\/revisions"}],"wp:attachment":[{"href":"https:\/\/community.mis.temple.edu\/kevinduffy\/wp-json\/wp\/v2\/media?parent=19"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}