{"id":78208,"date":"2025-05-21T01:34:19","date_gmt":"2025-05-21T01:34:19","guid":{"rendered":"http:\/\/bangla.sitestree.com\/?p=78208"},"modified":"2025-06-08T21:34:01","modified_gmt":"2025-06-08T21:34:01","slug":"possible-data-analytics-project-goals","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=78208","title":{"rendered":"Possible Data Analytics Project Goals"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>\u2022 Examine relations<\/p>\n\n\n\n<p>\u2022 Test Hypothesis<\/p>\n\n\n\n<p>\u2022 Validate<\/p>\n\n\n\n<p>\u2022 Find groups\/classes\/rules<\/p>\n\n\n\n<p>\u2022 Learn a policy<\/p>\n\n\n\n<p>\u2022 Maximize Reward interactively<\/p>\n\n\n\n<p><strong>\u2022 Predict (Class or Value)<\/strong><\/p>\n\n\n\n<p>\u2022 Forecast (numeric, sales)<\/p>\n\n\n\n<p>\u2022 Compare<\/p>\n\n\n\n<p>\u2022 Classify<\/p>\n\n\n\n<p>\u2022 Cluster<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Data Analytics, Machine Learning, Data Science<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u2022 Examine relations \u2022 Test Hypothesis \u2022 Validate \u2022 Find groups\/classes\/rules \u2022 Learn a policy \u2022 Maximize Reward interactively \u2022 Predict (Class or Value) \u2022 Forecast (numeric, sales) \u2022 Compare \u2022 Classify \u2022 Cluster Data Analytics, Machine Learning, Data Science<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1974,1],"tags":[],"class_list":["post-78208","post","type-post","status-publish","format-standard","hentry","category-analytics-and-machine-learning-project-development","category-root","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":78220,"url":"http:\/\/bangla.sitestree.com\/?p=78220","url_meta":{"origin":78208,"position":0},"title":"Data Analytics Project: Problem Framing and Project Lifecycle","author":"Sayed","date":"May 22, 2025","format":false,"excerpt":"REF: Internet and Gregory S. 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[1] \u2022 \u201cA comprehensive, data-driven strategy for problem solving\u201d Analytics \u2022 \u201cAnalytics uses logic,\u00a0inductive and deductive reasoning,\u00a0critical thinking, and quantitative methods along with data to examine phenomena and determine its essential features\u201d \u2022 \"any solution that supports the identification of meaningful patterns and relationships among data.\" CONCEPTS\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=700%2C400 2x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=1050%2C600 3x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=1400%2C800 4x"},"classes":[]},{"id":78200,"url":"http:\/\/bangla.sitestree.com\/?p=78200","url_meta":{"origin":78208,"position":4},"title":"Experimental Design Examples (Data Analytics Projects)","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Data Analytics, Machine Learning, Data Science","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=700%2C400 2x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=1050%2C600 3x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=1400%2C800 4x"},"classes":[]},{"id":78191,"url":"http:\/\/bangla.sitestree.com\/?p=78191","url_meta":{"origin":78208,"position":5},"title":"Data Requirements for Data Analytics Projects","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Data \u2022 Dataset Characteristics \u2022Large Scale, Real, Representative, Relevant Features, balanced classes, unit relevant \u2022 Adapting data\/dataset for the project \u2022Clean, normalize\/standardize, bring more data, and bring more data of the missing type \u2022 Data Suitability for the project \u2022 Check for R Square Measure \u2022 Check for Bias, Variance,\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=78208"}],"version-history":[{"count":2,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78208\/revisions"}],"predecessor-version":[{"id":78279,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78208\/revisions\/78279"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=78208"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=78208"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=78208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}