{"id":60,"date":"2024-10-31T10:49:58","date_gmt":"2024-10-31T14:49:58","guid":{"rendered":"https:\/\/community.mis.temple.edu\/apark\/blog\/points\/applied-machine-learning-foundations\/"},"modified":"2024-10-31T10:49:58","modified_gmt":"2024-10-31T14:49:58","slug":"applied-machine-learning-foundations","status":"publish","type":"points","link":"https:\/\/community.mis.temple.edu\/apark\/points\/applied-machine-learning-foundations\/","title":{"rendered":"Applied Machine Learning: Foundations"},"content":{"rendered":"<p>Technical Skills: Machine Learning, Python<\/p>\n<p>Machine learning is a popular emerging technology in industry and research. I learned about descriptive statistics and different python events. I also learned how to create, evaluate, tune, and deploy a model in python by tuning decision trees, CatBoost, and and random forest through ML Flow.<\/p>\n","protected":false},"author":28329,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-60","points","type-points","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/community.mis.temple.edu\/apark\/wp-json\/wp\/v2\/points\/60","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.mis.temple.edu\/apark\/wp-json\/wp\/v2\/points"}],"about":[{"href":"https:\/\/community.mis.temple.edu\/apark\/wp-json\/wp\/v2\/types\/points"}],"author":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/apark\/wp-json\/wp\/v2\/users\/28329"}],"replies":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/apark\/wp-json\/wp\/v2\/comments?post=60"}],"version-history":[{"count":0,"href":"https:\/\/community.mis.temple.edu\/apark\/wp-json\/wp\/v2\/points\/60\/revisions"}],"wp:attachment":[{"href":"https:\/\/community.mis.temple.edu\/apark\/wp-json\/wp\/v2\/media?parent=60"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}