{"id":959,"date":"2021-03-08T00:13:14","date_gmt":"2021-03-07T17:13:14","guid":{"rendered":"https:\/\/olarik.it.msu.ac.th\/?page_id=959"},"modified":"2021-03-15T16:01:20","modified_gmt":"2021-03-15T09:01:20","slug":"python-programming-for-data-science","status":"publish","type":"page","link":"https:\/\/olarik.it.msu.ac.th\/?page_id=959","title":{"rendered":"Python Programming for Data Science"},"content":{"rendered":"<p style=\"text-align: center;\"><span style=\"font-size: 18px;\"><strong>\u0e01\u0e32\u0e23\u0e40\u0e02\u0e35\u0e22\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e20\u0e32\u0e29\u0e32\u0e44\u0e1e\u0e18\u0e2d\u0e19\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<br \/>(Python Programming for Data Science)<\/strong><\/span><br \/><span style=\"font-size: 18px;\"><strong>11-12 \u0e21\u0e35\u0e19\u0e32\u0e04\u0e21 2564 <\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 18px;\"><strong>\u0e2a\u0e32\u0e02\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28<br \/>\u0e04\u0e13\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e23\u0e32\u0e0a\u0e20\u0e31\u0e0f\u0e21\u0e2b\u0e32\u0e2a\u0e32\u0e23\u0e04\u0e32\u0e21<\/strong><\/span><\/p>\n<p>\u00a0<\/p>\n<ul>\n<li><a href=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2018\/08\/visual-programming-data-science-kku.pdf\" target=\"_blank\" rel=\"noopener\">Slide<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/mrolarik\/data-science-tutorial\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/mrolarik\/data-science-tutorial<\/a><\/li>\n<li>Video: <a href=\"https:\/\/drive.google.com\/file\/d\/1MEZjfqttg4ftT72EML7xiQnCf0HI_d9l\/view?usp=sharing\">Clip 1<\/a>, <a href=\"https:\/\/drive.google.com\/file\/d\/1myIdwBh4L6jSwv6Egbapiv-rdl7oxS-0\/view?usp=sharing\">Clip 2<\/a>, <a href=\"https:\/\/drive.google.com\/file\/d\/10ZLHF4BU0Flhsw_YKdNnCVnGw0am7q6f\/view?usp=sharing\">Clip 3<\/a><\/li>\n<\/ul>\n<p>\u00a0<\/p>\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159899642_4092497354127796_7653333855549126955_o-1024x683.jpg\" alt=\"\" class=\"wp-image-972\" srcset=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159899642_4092497354127796_7653333855549126955_o-1024x683.jpg 1024w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159899642_4092497354127796_7653333855549126955_o-300x200.jpg 300w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159899642_4092497354127796_7653333855549126955_o-768x512.jpg 768w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159899642_4092497354127796_7653333855549126955_o-272x182.jpg 272w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159899642_4092497354127796_7653333855549126955_o.jpg 1728w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/158228778_4092497674127764_3418512949959308513_o-1024x683.jpg\" alt=\"\" class=\"wp-image-973\" srcset=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/158228778_4092497674127764_3418512949959308513_o-1024x683.jpg 1024w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/158228778_4092497674127764_3418512949959308513_o-300x200.jpg 300w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/158228778_4092497674127764_3418512949959308513_o-768x512.jpg 768w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/158228778_4092497674127764_3418512949959308513_o-272x182.jpg 272w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/158228778_4092497674127764_3418512949959308513_o.jpg 1728w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159450681_481350206225932_3318154954871708707_n-1024x768.jpeg\" alt=\"\" class=\"wp-image-965\" srcset=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159450681_481350206225932_3318154954871708707_n-1024x768.jpeg 1024w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159450681_481350206225932_3318154954871708707_n-300x225.jpeg 300w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159450681_481350206225932_3318154954871708707_n-768x576.jpeg 768w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159450681_481350206225932_3318154954871708707_n.jpeg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159469937_3740326222730749_2898733520397606824_n-1024x768.jpeg\" alt=\"\" class=\"wp-image-966\" srcset=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159469937_3740326222730749_2898733520397606824_n-1024x768.jpeg 1024w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159469937_3740326222730749_2898733520397606824_n-300x225.jpeg 300w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159469937_3740326222730749_2898733520397606824_n-768x576.jpeg 768w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159469937_3740326222730749_2898733520397606824_n.jpeg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159618627_1070181376822384_6629391380448319204_n-1024x768.jpeg\" alt=\"\" class=\"wp-image-967\" srcset=\"https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159618627_1070181376822384_6629391380448319204_n-1024x768.jpeg 1024w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159618627_1070181376822384_6629391380448319204_n-300x225.jpeg 300w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159618627_1070181376822384_6629391380448319204_n-768x576.jpeg 768w, https:\/\/olarik.it.msu.ac.th\/wp-content\/uploads\/2021\/03\/159618627_1070181376822384_6629391380448319204_n.jpeg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u0e01\u0e32\u0e23\u0e40\u0e02\u0e35\u0e22\u0e19\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e20\u0e32\u0e29\u0e32\u0e44\u0e1e\u0e18\u0e2d\u0e19\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25(Python Programming for Data Science)11-12 \u0e21\u0e35\u0e19\u0e32\u0e04\u0e21 2564 \u0e2a\u0e32\u0e02\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28\u0e04\u0e13\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e23\u0e32\u0e0a\u0e20\u0e31\u0e0f\u0e21\u0e2b\u0e32\u0e2a\u0e32\u0e23\u0e04\u0e32\u0e21 \u00a0 Slide https:\/\/github.com\/mrolarik\/data-science-tutorial Video: Clip 1, Clip 2, Clip 3 \u00a0<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-959","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/959","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=959"}],"version-history":[{"count":4,"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/959\/revisions"}],"predecessor-version":[{"id":974,"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/959\/revisions\/974"}],"wp:attachment":[{"href":"https:\/\/olarik.it.msu.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=959"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}