{"id":20,"date":"2025-09-26T09:39:42","date_gmt":"2025-09-26T16:39:42","guid":{"rendered":"https:\/\/community.cob.sjsu.edu\/rgabun\/points\/pandas-essential-training-2017\/"},"modified":"2025-09-26T09:39:42","modified_gmt":"2025-09-26T16:39:42","slug":"pandas-essential-training-2017","status":"publish","type":"points","link":"https:\/\/community.cob.sjsu.edu\/rgabun\/points\/pandas-essential-training-2017\/","title":{"rendered":"pandas Essential Training (2017)"},"content":{"rendered":"<p>Pandas is a powerful open-source data analysis and manipulation library for Python, widely used for data science and analytics tasks. It provides data structures like DataFrames and Series, which are essential for handling structured data effectively. Through this course I learned how to:<\/p>\n<ul>\n<li>create and manipulate <strong>DataFrames<\/strong> and <strong>Series<\/strong><\/li>\n<li><strong>read data from CSV files<\/strong> and <strong>validate data using pandas functions<\/strong><\/li>\n<li>perform basic analysis and indexing<\/li>\n<li>create <strong>basic plots<\/strong> and <strong>visualizations<\/strong> to represent data, including <strong>colormaps<\/strong> and <strong>Seaborn<\/strong><\/li>\n<li>group data for aggregation and reshape data structures to fit analysis needs<\/li>\n<\/ul>\n<p>BUS4-110A &#8211; Fundamentals of MIS<\/p>\n","protected":false},"author":2692,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-20","points","type-points","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/community.cob.sjsu.edu\/rgabun\/wp-json\/wp\/v2\/points\/20","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.cob.sjsu.edu\/rgabun\/wp-json\/wp\/v2\/points"}],"about":[{"href":"https:\/\/community.cob.sjsu.edu\/rgabun\/wp-json\/wp\/v2\/types\/points"}],"author":[{"embeddable":true,"href":"https:\/\/community.cob.sjsu.edu\/rgabun\/wp-json\/wp\/v2\/users\/2692"}],"replies":[{"embeddable":true,"href":"https:\/\/community.cob.sjsu.edu\/rgabun\/wp-json\/wp\/v2\/comments?post=20"}],"version-history":[{"count":0,"href":"https:\/\/community.cob.sjsu.edu\/rgabun\/wp-json\/wp\/v2\/points\/20\/revisions"}],"wp:attachment":[{"href":"https:\/\/community.cob.sjsu.edu\/rgabun\/wp-json\/wp\/v2\/media?parent=20"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}