{"id":4752,"date":"2024-06-17T22:34:02","date_gmt":"2024-06-17T15:34:02","guid":{"rendered":"https:\/\/opengis.vn\/?page_id=4752"},"modified":"2025-12-25T13:56:59","modified_gmt":"2025-12-25T06:56:59","slug":"khoa-hoc-lap-trinh-arcgis-co-ban","status":"publish","type":"page","link":"https:\/\/opengis.vn\/en\/khoa-hoc-lap-trinh-arcgis-co-ban\/","title":{"rendered":"Kh\u00f3a h\u1ecdc L\u1eadp tr\u00ecnh python tr\u00ean ArcGIS C\u01a1 b\u1ea3n"},"content":{"rendered":"<h3 class=\"wp-block-heading\">OpenGIS Vi\u1ec7t Nam khai gi\u1ea3ng\u00a0<mark style=\"background-color:#ffe75e\" class=\"has-inline-color has-vivid-red-color\">Kh\u00f3a h\u1ecdc L\u1eadp tr\u00ecnh python tr\u00ean ArcGIS C\u01a1 b\u1ea3n #01-26 (khai gi\u1ea3ng th\u00e1ng 1\/2026)<\/mark>.<\/h3>\n\n\n\n<p><strong>Kh\u00f3a h\u1ecdc L\u1eadp tr\u00ecnh ArcGIS<\/strong> <strong>C\u01a1 b\u1ea3n<\/strong> mang \u0111\u1ebfn n\u1ec1n t\u1ea3ng ki\u1ebfn th\u1ee9c t\u1ed5ng h\u1ee3p t\u1eeb GIS v\u00e0 l\u1eadp tr\u00ecnh GIS, l\u00e0 gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3 trong \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi trong qu\u1ea3n l\u00fd, ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd c\u00e1c b\u00e0i to\u00e1n th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. M\u1ee5c ti\u00eau \u0111\u00e0o t\u1ea1o:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cung c\u1ea5p ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh Python, th\u01b0 vi\u1ec7n Arcpy.<\/li>\n\n\n\n<li>Gi\u1ea3i quy\u1ebft c\u00e1c b\u00e0i to\u00e1n GIS c\u01a1 b\u1ea3n b\u1eb1ng ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh .<\/li>\n\n\n\n<li>T\u1ed1i \u01b0u ho\u00e1 c\u00e1c b\u00e0i to\u00e1n \u1ee9ng d\u1ee5ng GIS t\u00edch h\u1ee3p \u1edf nhi\u1ec1u m\u1ee9c \u0111\u1ed9 b\u1eb1ng c\u00e1ch x\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. L\u1ecbch h\u1ecdc:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>H\u00ecnh th\u1ee9c h\u1ecdc:&nbsp;<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Online\/Mua Kh\u00f3a h\u1ecdc Online<\/mark><\/mark>.<\/li>\n\n\n\n<li>L\u1ecbch h\u1ecdc b\u1eaft \u0111\u1ea7u: t\u1eeb\u00a0<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">9\/1\/2026<\/mark>.<\/li>\n\n\n\n<li>Th\u1eddi gian: C\u00e1c t\u1ed1i&nbsp;<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">Th\u1ee9 2 \u0111\u1ebfn Ch\u1ee7 nh\u1eadt t\u1eeb 20h-21h30 (c\u00f3 th\u1ec3 linh \u0111\u1ed9ng)<\/mark>.<\/li>\n\n\n\n<li>S\u1ed1 bu\u1ed5i:&nbsp;<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">12 bu\u1ed5i<\/mark>.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. Gi\u1ea3ng vi\u00ean:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gi\u1ea3ng vi\u00ean: ThS. Nguy\u1ec5n Tr\u1ecdng Nh\u00e2n.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. H\u1ecdc ph\u00ed:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Li\u1ec7n h\u1ec7.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u0110\u0103ng k\u00fd ngay t\u1ea1i \u0111\u00e2y:<\/strong>&nbsp;<a href=\"https:\/\/forms.gle\/rLmBXTFZd6N52fJs6\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\u1ea4N V\u00c0O LINK T\u1ea0I \u0110\u00c2Y<\/strong><\/a>.<\/h4>\n\n\n\n<h4 class=\"wp-block-heading\">5. Li\u00ean h\u1ec7:<\/h4>\n\n\n\n<p>Th\u00f4ng tin chi ti\u1ebft v\u1ec1 kh\u00f3a h\u1ecdc xin vui l\u00f2ng li\u00ean h\u1ec7 tr\u1ef1c ti\u1ebfp v\u1edbi ch\u00fang t\u00f4i:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Hotline:<\/strong>&nbsp;0902 114 839<\/li>\n\n\n\n<li><strong>Email:<\/strong>&nbsp;info@opengis.vn&nbsp;\/&nbsp;info.opengisvn@gmail.com<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">6. Ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc:<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Bu\u1ed5i<\/strong><\/td><td><strong>N\u1ed9i dung<\/strong><\/td><\/tr><tr><td>1-2-3<\/td><td>+ T\u1ed5ng quan Python c\u0103n b\u1ea3n.<\/td><\/tr><tr><td>4-5-6<\/td><td>+ Ph\u00e2n t\u00edch d\u1eef li\u1ec7u Vector v\u1edbi th\u01b0 vi\u1ec7n Arcpy.<br>+ X\u00e2y d\u1ef1ng v\u00e0 ch\u1ec9nh s\u1eeda (Cursor) d\u1eef li\u1ec7u thu\u1ed9c t\u00ednh.<br>+ Truy v\u1ea5n d\u1eef li\u1ec7u (thu\u1ed9c t\u00ednh v\u00e0 kh\u00f4ng gian).<br>+ Ph\u00e2n t\u00edch l\u1edbp \u0111\u01a1n (Buffer, Point Distance,..).<br>+ Ph\u00e2n t\u00edch ch\u1ed3ng l\u1edbp (Intersect, Union, Dissolve, \u2026).<br>+ Ph\u00e2n t\u00edch b\u1ec1 m\u1eb7t (n\u1ed9i suy \u0111\u1ed9 cao, \u0111\u1ed9 m\u1eb7n, \u2026)<\/td><\/tr><tr><td>7-8<\/td><td>+ Ph\u00e2n t\u00edch d\u1eef li\u1ec7u Raster (\u1ea3nh v\u1ec7 tinh) v\u1edbi th\u01b0 vi\u1ec7n Arcpy.<br>+ Hi\u1ec7u ch\u1ec9nh b\u1ee9c x\u1ea1.<br>+ C\u1eaft \u1ea3nh theo ranh gi\u1edbi.<br>+ T\u00ednh to\u00e1n ch\u1ec9 s\u1ed1 vi\u1ec5n th\u00e1m (NDVI, NDWI, LST, \u2026).<br>+ Ph\u00e2n lo\u1ea1i \u0111\u1ed1i t\u01b0\u1ee3ng theo ng\u01b0\u1ee1ng gi\u00e1 tr\u1ecb (ph\u00e2n v\u00f9ng nhi\u1ec5m m\u1eb7n)<br>+ Tr\u00edch xu\u1ea5t \u0111\u1ed1i t\u01b0\u1ee3ng tr\u00ean \u1ea3nh v\u1ec7 tinh (tr\u00edch xu\u1ea5t m\u1eb7t n\u01b0\u1edbc)<\/td><\/tr><tr><td>9-10-11<\/td><td>+ X\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng v\u1edbi th\u01b0 vi\u1ec7n Arcpy <br>+ C\u00f4ng c\u1ee5 c\u01a1 b\u1ea3n: Buffer, Intersect, \u2026<br>+ C\u00f4ng c\u1ee5 t\u00ednh ch\u1ec9 s\u1ed1 NDVI, NDWI, LST, \u2026<br>+ C\u00f4ng c\u1ee5 ph\u00e2n v\u00f9ng \u0111\u1ea5t nhi\u1ec5m m\u1eb7n.<br>+ C\u00f4ng c\u1ee5 ph\u00e2n t\u00edch bi\u1ebfn \u0111\u1ed9ng s\u1eed d\u1ee5ng \u0111\u1ea5t\/m\u1eb7t n\u01b0\u1edbc h\u1ed3.<br>+ C\u00f4ng c\u1ee5 ph\u00e2n v\u00f9ng th\u00edch nghi c\u00e2y tr\u1ed3ng \u2026<\/td><\/tr><tr><td>12<\/td><td>+ X\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 v\u1edbi Model Builder (C\u00f4ng c\u1ee5 ph\u00e2n t\u00edch bi\u1ebfn \u0111\u1ed9ng s\u1eed d\u1ee5ng \u0111\u1ea5t, \u2026).<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>OpenGIS Vi\u1ec7t Nam khai gi\u1ea3ng\u00a0Kh\u00f3a h\u1ecdc L\u1eadp tr\u00ecnh python tr\u00ean ArcGIS C\u01a1 b\u1ea3n #01-26 (khai gi\u1ea3ng th\u00e1ng 1\/2026). Kh\u00f3a h\u1ecdc L\u1eadp tr\u00ecnh ArcGIS C\u01a1 b\u1ea3n mang \u0111\u1ebfn&#8230; <\/p>","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4752","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/pages\/4752","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/comments?post=4752"}],"version-history":[{"count":16,"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/pages\/4752\/revisions"}],"predecessor-version":[{"id":5295,"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/pages\/4752\/revisions\/5295"}],"wp:attachment":[{"href":"https:\/\/opengis.vn\/en\/wp-json\/wp\/v2\/media?parent=4752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}