{"id":3160,"date":"2023-03-24T17:44:33","date_gmt":"2023-03-24T17:44:33","guid":{"rendered":"https:\/\/www.spu.ac.th\/logistics\/?p=3160"},"modified":"2023-07-25T10:56:19","modified_gmt":"2023-07-25T10:56:19","slug":"elements-and-principles-of-data-analysis-ep-2-2","status":"publish","type":"post","link":"https:\/\/www.spu.ac.th\/fac\/logistics\/elements-and-principles-of-data-analysis-ep-2-2\/","title":{"rendered":"Elements and Principles of Data Analysis EP.2"},"content":{"rendered":"<h2 class=\"text-center\"><\/h2>\n<div class=\"detail1 font1\">\n<div><\/div>\n<p>\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 \u201c\u0e19\u0e31\u0e01\u0e27\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e2d\u0e38\u0e1b\u0e2a\u0e07\u0e04\u0e4c (Demand Planner) \u0e23\u0e38\u0e48\u0e19 3<br \/>\n\u0e27\u0e31\u0e19\u0e19\u0e35\u0e49\u0e1a\u0e23\u0e23\u0e22\u0e32\u0e22\u0e43\u0e19\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d &#8220;Elements and Principles of Data Analysis EP.2&#8221;<\/p>\n<p>\u0e42\u0e14\u0e22 \u0e14\u0e23 \u0e2a\u0e38\u0e23\u0e17\u0e34\u0e19 \u0e18\u0e31\u0e0d\u0e0d\u0e30\u0e1c\u0e25\u0e34\u0e19<br \/>\n\u0e01\u0e23\u0e23\u0e21\u0e01\u0e32\u0e23\u0e1c\u0e39\u0e49\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23 \u0e1a\u0e08\u0e01.\u0e2a\u0e38\u0e27\u0e23\u0e23\u0e13\u0e44\u0e1e\u0e28\u0e32\u0e25\u0e02\u0e19\u0e2a\u0e48\u0e07 2010<\/p>\n<p>#ReSkill #UpSkill #NonDegree #\u0e23\u0e38\u0e48\u0e193 #Logistics #SPU<\/p><\/div>\n<div><\/div>\n<div><\/div>\n<div><\/div>\n<div><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-medium wp-image-3162\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524ADKJKaz-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524ADKJKaz-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524ADKJKaz-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524ADKJKaz.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img decoding=\"async\" class=\"alignnone size-medium wp-image-3163\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524aU2HDAg-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524aU2HDAg-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524aU2HDAg-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524aU2HDAg.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img decoding=\"async\" class=\"alignnone size-medium wp-image-3164\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524cSpjE1b-300x169.jpg\" alt=\"\" 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size-medium wp-image-3170\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524rVzH4er-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524rVzH4er-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524rVzH4er-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524rVzH4er.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3171\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524t4fIhTR-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524t4fIhTR-300x169.jpg 300w, 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size-medium wp-image-3176\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YxHCmZL-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YxHCmZL-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YxHCmZL-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YxHCmZL.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3177\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YyNuctg-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YyNuctg-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YyNuctg-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524YyNuctg.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3178\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524z7frhyY-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524z7frhyY-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524z7frhyY-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/20210711194524z7frhyY.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3179\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/202107111945246pmeBVG-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/202107111945246pmeBVG-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/202107111945246pmeBVG-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/202107111945246pmeBVG.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3180\" src=\"https:\/\/www.spu.ac.th\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/2021071119452457vgIGW-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" srcset=\"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/2021071119452457vgIGW-300x169.jpg 300w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/2021071119452457vgIGW-768x432.jpg 768w, https:\/\/www.spu.ac.th\/fac\/logistics\/wp-content\/uploads\/sites\/9\/2023\/03\/2021071119452457vgIGW.jpg 850w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23 \u201c\u0e19\u0e31\u0e01\u0e27\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e2d\u0e38\u0e1b\u0e2a\u0e07\u0e04\u0e4c (Demand Planner) \u0e23\u0e38\u0e48\u0e19 3 \u0e27\u0e31\u0e19\u0e19 [&hellip;]<\/p>\n","protected":false},"author":41,"featured_media":3161,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[58],"tags":[39,33,38,30,27,32,29,45,28,31,46],"class_list":["post-3160","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-58","tag-activity","tag-logistics","tag-news","tag-spu","tag-sripatumuniversity","tag-32","tag-29","tag-45","tag-28","tag-31","tag-46"],"_links":{"self":[{"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/posts\/3160","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/users\/41"}],"replies":[{"embeddable":true,"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/comments?post=3160"}],"version-history":[{"count":0,"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/posts\/3160\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/media\/3161"}],"wp:attachment":[{"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/media?parent=3160"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/categories?post=3160"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.spu.ac.th\/fac\/logistics\/wp-json\/wp\/v2\/tags?post=3160"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}