{"id":20673,"date":"2021-07-22T13:57:40","date_gmt":"2021-07-22T13:57:40","guid":{"rendered":"https:\/\/papersspot.com\/blog\/2021\/07\/22\/this-week-you-have-all-the-clean-wrangled-data-available-that-is-relevant-to-the\/"},"modified":"2021-07-22T13:57:40","modified_gmt":"2021-07-22T13:57:40","slug":"this-week-you-have-all-the-clean-wrangled-data-available-that-is-relevant-to-the","status":"publish","type":"post","link":"https:\/\/papersspot.com\/blog\/2021\/07\/22\/this-week-you-have-all-the-clean-wrangled-data-available-that-is-relevant-to-the\/","title":{"rendered":"This week, you have all the clean\/wrangled data available that is relevant to the"},"content":{"rendered":"<p>This week, you have all the clean\/wrangled data available that is relevant to the business problem under consideration. <br \/>Now, it\u2019s time, to start building a data model. <br \/>Please provide a statistical summary of your data. You need to load the data set, eyeball it again by checking the peek, dimension as well as mean, count, max, min at least. At this point, you should categorize your problem as classification, regression in case of supervised learning or clustering, association in case of unsupervised learning. <br \/>Based on your problem categorization, please split the dataset into training and testing and apply the following algorithms in case of supervised learningLogistic Regression <br \/>Linear Discriminant Analysis <\/p>\n<p>Please provide your insights in terms of overfitting, underfitting, and optimal models.Please find your own online data.\u00a0 <\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, you have all the clean\/wrangled data available that is relevant to the business problem under consideration. Now, it\u2019s time, to start building a data model. Please provide a statistical summary of your data. You need to load the data set, eyeball it again by checking the peek, dimension as well as mean, count, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[15],"class_list":["post-20673","post","type-post","status-publish","format-standard","hentry","category-research-paper-writing","tag-business"],"_links":{"self":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/posts\/20673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/comments?post=20673"}],"version-history":[{"count":0,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/posts\/20673\/revisions"}],"wp:attachment":[{"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/media?parent=20673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/categories?post=20673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/papersspot.com\/blog\/wp-json\/wp\/v2\/tags?post=20673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}