{"id":100663,"date":"2024-11-19T11:15:09","date_gmt":"2024-11-19T19:15:09","guid":{"rendered":"https:\/\/www.aralia.com\/uncategorized\/kaggle-competitions\/"},"modified":"2026-03-24T10:02:20","modified_gmt":"2026-03-24T17:02:20","slug":"kaggle-competitions","status":"publish","type":"post","link":"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/kaggle-competitions\/","title":{"rendered":"Chu\u1ed7i Cu\u1ed9c thi Kaggle (Kaggle Competitions)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"100663\" class=\"elementor elementor-100663 elementor-96450\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5eeb977f elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"5eeb977f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-309e38a4\" data-id=\"309e38a4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f8418b8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f8418b8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-415d06a3\" data-id=\"415d06a3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c6c89f4 elementor-widget elementor-widget-uael-advanced-heading\" data-id=\"1c6c89f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-advanced-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"uael-module-content uael-heading-wrapper\">\n\t\t\t\t\t\t\n\t\t\t<h1 class=\"uael-heading\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.kaggle.com\/competitions\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-heading-text elementor-inline-editing uael-size--default\" data-elementor-setting-key=\"heading_title\" data-elementor-inline-editing-toolbar=\"basic\">Kaggle Competitions<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t<\/h1>\n\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"uael-subheading elementor-inline-editing\" data-elementor-setting-key=\"heading_description\" data-elementor-inline-editing-toolbar=\"advanced\" >\n\t\t\t\t\tC\u00e1c cu\u1ed9c thi Kaggle l\u00e0 nh\u1eefng cu\u1ed9c thi h\u00e0ng \u0111\u1ea7u trong ch\u1ee7 \u0111\u1ec1 v\u1ec1 th\u00e1ch th\u1ee9c v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y, cung c\u1ea5p m\u1ed9t s\u00e2n ch\u01a1i n\u01a1i c\u00e1c th\u00ed sinh gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf do c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u01b0a ra. C\u00e1c cu\u1ed9c thi n\u00e0y bao g\u1ed3m t\u1eeb ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh m\u00e1y t\u00ednh \u0111\u1ebfn x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 d\u1ef1 b\u00e1o chu\u1ed7i th\u1eddi gian.  \t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3659a2f3 elementor-widget elementor-widget-heading\" data-id=\"3659a2f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">B\u1ea1n c\u00f3 \u0111ang quan t\u00e2m \u0111\u1ebfn cu\u1ed9c thi?<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72a3679d uael-button-halign-left uael-button-stack-none elementor-widget elementor-widget-uael-buttons\" data-id=\"72a3679d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"uael-dual-button-outer-wrap\">\n\t\t\t<div class=\"uael-dual-button-wrap\">\n\t\t\t\t\t\t\t\t<div class=\"uael-button-wrapper uael-dual-button elementor-widget-button elementor-repeater-item-a035e4e uael-dual-button-0\">\n\t\t\t\t\t<a class=\"elementor-button-link elementor-button elementor-size-sm elementor-button-link\" href=\"https:\/\/www.aralia.com\/vi\/kinh-doanh-kinh-te-tai-chinh\/diamond-challenge-business-competition\/\">\n\t\t\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper uael-buttons-icon-\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-align-icon- elementor-button-icon\">\n\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text elementor-inline-editing\" data-elementor-setting-key=\"buttons.0.text\" data-elementor-inline-editing-toolbar=\"none\">Tham gia kho\u00e1 luy\u1ec7n thi<\/span>\n\t\t<\/span>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-button-wrapper uael-dual-button elementor-widget-button elementor-repeater-item-792e0d9 uael-dual-button-1\">\n\t\t\t\t\t<a class=\"elementor-button-link elementor-button elementor-size-sm elementor-button-link\" href=\"https:\/\/www.aralia.com\/vi\/inquiry\/\">\n\t\t\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper uael-buttons-icon- elementor-button-content-wrapper uael-buttons-icon-\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-align-icon- elementor-button-icon\">\n\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text elementor-inline-editing\" data-elementor-setting-key=\"buttons.1.text\" data-elementor-inline-editing-toolbar=\"none\">T\u00ecm hi\u1ec3u v\u1ec1 c\u00e1c l\u1edbp h\u1ecdc c\u00e1 nh\u00e2n<\/span>\n\t\t<\/span>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-13adc3c2\" data-id=\"13adc3c2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-362589cc elementor-widget elementor-widget-image\" data-id=\"362589cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1413\" src=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/01\/AdobeStock_125633884-scaled.jpeg\" class=\"attachment-full size-full wp-image-96532\" alt=\"Kaggle Competitions\" srcset=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/01\/AdobeStock_125633884-scaled.jpeg 2560w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/01\/AdobeStock_125633884-300x166.jpeg 300w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/01\/AdobeStock_125633884-1024x565.jpeg 1024w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/01\/AdobeStock_125633884-768x424.jpeg 768w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/01\/AdobeStock_125633884-1536x848.jpeg 1536w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/01\/AdobeStock_125633884-2048x1130.jpeg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-32fa4e64 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"32fa4e64\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-27b62661\" data-id=\"27b62661\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d832440 elementor-widget elementor-widget-heading\" data-id=\"4d832440\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">T\u1ed5ng quan v\u1ec1 cu\u1ed9c thi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7aa4dd0f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7aa4dd0f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5c5f1a95\" data-id=\"5c5f1a95\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19871f27 elementor-widget elementor-widget-uael-advanced-heading\" data-id=\"19871f27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-advanced-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"uael-module-content uael-heading-wrapper\">\n\t\t\t\t\t\t\n\t\t\t<h5 class=\"uael-heading\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-heading-text elementor-inline-editing uael-size--default\" data-elementor-setting-key=\"heading_title\" data-elementor-inline-editing-toolbar=\"basic\">Th\u00ed sinh t\u1eeb t\u1ea5t c\u1ea3 m\u1ecdi n\u01a1i tr\u00ean th\u1ebf gi\u1edbi<\/span>\n\t\t\t\t\t\t\t<\/h5>\n\n\t\t\t\t\t\t\t<div class=\"uael-sub-heading elementor-inline-editing\" data-elementor-setting-key=\"sub_heading\" data-elementor-inline-editing-toolbar=\"advanced\" >\u0110i\u1ec1u ki\u1ec7n tham gia<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-468cbdae\" data-id=\"468cbdae\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3a965e01 elementor-widget elementor-widget-uael-advanced-heading\" data-id=\"3a965e01\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-advanced-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"uael-module-content uael-heading-wrapper\">\n\t\t\t\t\t\t\n\t\t\t<h5 class=\"uael-heading\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-heading-text elementor-inline-editing uael-size--default\" data-elementor-setting-key=\"heading_title\" data-elementor-inline-editing-toolbar=\"basic\">Mi\u1ec5n ph\u00ed<\/span>\n\t\t\t\t\t\t\t<\/h5>\n\n\t\t\t\t\t\t\t<div class=\"uael-sub-heading elementor-inline-editing\" data-elementor-setting-key=\"sub_heading\" data-elementor-inline-editing-toolbar=\"advanced\" >Ph\u00ed d\u1ef1 thi<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7f2b2fdf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f2b2fdf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-47d4f57\" data-id=\"47d4f57\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9882591 elementor-widget elementor-widget-uael-advanced-heading\" data-id=\"9882591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-advanced-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"uael-module-content uael-heading-wrapper\">\n\t\t\t\t\t\t\n\t\t\t<h5 class=\"uael-heading\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-heading-text elementor-inline-editing uael-size--default\" data-elementor-setting-key=\"heading_title\" data-elementor-inline-editing-toolbar=\"basic\">T\u00f9y thu\u1ed9c v\u00e0o cu\u1ed9c thi b\u1ea1n tham gia s\u1ebd c\u00f3 c\u00e1c m\u1ee9c ph\u00ed kh\u00e1c nhau<\/span>\n\t\t\t\t\t\t\t<\/h5>\n\n\t\t\t\t\t\t\t<div class=\"uael-sub-heading elementor-inline-editing\" data-elementor-setting-key=\"sub_heading\" data-elementor-inline-editing-toolbar=\"advanced\" >H\u1ea1n n\u1ed9p b\u00e0i<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-48ec05d elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"48ec05d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-41014caf\" data-id=\"41014caf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e77b083 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4e77b083\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-26003255\" data-id=\"26003255\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-695da476 elementor-widget elementor-widget-heading\" data-id=\"695da476\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Chi ti\u1ebft v\u1ec1 cu\u1ed9c thi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c88d356 elementor-widget elementor-widget-text-editor\" data-id=\"3c88d356\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong style=\"color: #1a5554;\">1. H\u1ea1ng m\u1ee5c thi \u0111\u1ea5u<\/strong><\/p>\n<ul>\n<li>C\u00e1c Cu\u1ed9c Thi N\u1ed5i B\u1eadt: \u0110\u00e2y l\u00e0 nh\u1eefng th\u1eed th\u00e1ch \u0111\u1eb7c tr\u01b0ng c\u1ee7a Kaggle, cung c\u1ea5p c\u00e1c gi\u1ea3i th\u01b0\u1edfng ti\u1ec1n m\u1eb7t l\u1edbn v\u00e0 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 d\u1ef1 \u0111o\u00e1n ph\u1ee9c t\u1ea1p, mang t\u00ednh th\u01b0\u01a1ng m\u1ea1i. Nh\u1eefng v\u00ed d\u1ee5 n\u1ed5i b\u1eadt bao g\u1ed3m Th\u1eed Th\u00e1ch D\u1ef1 \u0110o\u00e1n Y\u00eau C\u1ea7u B\u1ea3o Hi\u1ec3m Allstate, Th\u1eed Th\u00e1ch Ph\u00e2n Lo\u1ea1i B\u00ecnh Lu\u1eadn \u0110\u1ed9c H\u1ea1i Jigsaw v\u00e0 Gi\u1ea3i Th\u01b0\u1edfng Zillow. Ch\u00fang thu h\u00fat c\u00e1c chuy\u00ean gia h\u00e0ng \u0111\u1ea7u trong l\u0129nh v\u1ef1c khoa h\u1ecdc m\u00e1y t\u00ednh tham gia nh\u01b0ng v\u1eabn m\u1edf r\u1ed9ng cho t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, khuy\u1ebfn kh\u00edch vi\u1ec7c ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng th\u00f4ng qua vi\u1ec7c h\u1ecdc h\u1ecfi t\u1eeb nh\u1eefng ng\u01b0\u1eddi b\u1ea1n c\u00f9ng tham gia.  <\/li>\n<li>Cu\u1ed9c Thi Nghi\u00ean C\u1ee9u: C\u00e1c v\u1ea5n \u0111\u1ec1 n\u00e0y mang t\u00ednh th\u1eed nghi\u1ec7m v\u00e0 chuy\u00ean ng\u00e0nh, th\u01b0\u1eddng kh\u00f4ng c\u00f3 gi\u1ea3i ph\u00e1p r\u00f5 r\u00e0ng v\u00e0 t\u1eadp trung v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c l\u0129nh v\u1ef1c chuy\u00ean s\u00e2u nh\u01b0 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh ho\u1eb7c ph\u00e2n lo\u1ea1i v\u0103n b\u1ea3n quy m\u00f4 l\u1edbn. C\u00e1c th\u1eed th\u00e1ch tr\u01b0\u1edbc \u0111\u00e2y bao g\u1ed3m Th\u1eed Th\u00e1ch T\u00ecm Ki\u1ebfm C\u1ea3nh Quan Google v\u00e0 Nh\u1eadn D\u1ea1ng C\u00e1 H\u1ecfa Ti\u1ec5n Right Whale. Nh\u1eefng cu\u1ed9c thi n\u00e0y th\u01b0\u1eddng kh\u00f4ng c\u00f3 gi\u1ea3i th\u01b0\u1edfng, khi\u1ebfn ch\u00fang tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho vi\u1ec7c kh\u00e1m ph\u00e1 th\u1eed nghi\u1ec7m.  <\/li>\n<li>Cu\u1ed9c Thi D\u00e0nh Cho Ng\u01b0\u1eddi M\u1edbi B\u1eaft \u0110\u1ea7u: \u0110\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u00e0nh ri\u00eang cho ng\u01b0\u1eddi m\u1edbi, c\u00e1c th\u1eed th\u00e1ch kh\u00f4ng v\u0129nh vi\u1ec5n n\u00e0y g\u1ed3m c\u00e1c b\u00e0i to\u00e1n c\u00f3 h\u01b0\u1edbng d\u1eabn \u0111\u1ec3 h\u1ed7 tr\u1ee3 cho th\u00ed sinh l\u00e0 ng\u01b0\u1eddi m\u1edbi h\u1ecdc khoa h\u1ecdc m\u00e1y t\u00ednh. V\u00ed d\u1ee5 bao g\u1ed3m Titanic: H\u1ecdc M\u00e1y t\u1eeb Th\u1ea3m H\u1ecda v\u00e0 Gi\u00e1 Nh\u00e0: K\u1ef9 Thu\u1eadt H\u1ed3i Quy N\u00e2ng Cao. Nh\u1eefng cu\u1ed9c thi n\u00e0y c\u00f3 b\u1ea3ng x\u1ebfp h\u1ea1ng li\u00ean t\u1ee5c, \u0111\u1ea3m b\u1ea3o m\u00f4i tr\u01b0\u1eddng c\u1ea1nh tranh m\u1edbi m\u1ebb cho c\u00e1c th\u00ed sinh m\u1edbi.  <\/li>\n<\/ul>\n<p><strong style=\"color: #1a5554;\">2. H\u00ecnh th\u1ee9c thi \u0111\u1ea5u<\/strong><\/p>\n<p><strong>Cu\u1ed9c thi c\u00e1 nh\u00e2n:<\/strong><\/p>\n<ul>\n<li>Tu\u00e2n theo m\u1ed9t \u0111\u1ecbnh d\u1ea1ng ti\u00eau chu\u1ea9n, trong \u0111\u00f3 ng\u01b0\u1eddi tham gia t\u1ea3i xu\u1ed1ng b\u1ed9 d\u1eef li\u1ec7u sau khi ch\u1ea5p nh\u1eadn c\u00e1c quy t\u1eafc. C\u00e1c th\u00ed sinh x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh tr\u00ean m\u00e1y t\u00ednh c\u1ee7a m\u00ecnh ho\u1eb7c trong Notebooks v\u00e0 t\u1ea3i l\u00ean d\u1ef1 \u0111o\u00e1n d\u01b0\u1edbi d\u1ea1ng b\u00e0i n\u1ed9p. <\/li>\n<li>V\u00ed d\u1ee5: D\u1ef1 \u0111o\u00e1n ng\u01b0\u1eddi l\u00e1i xe an to\u00e0n Porto Seguro.<\/li>\n<\/ul>\n<p><strong>Cu\u1ed9c thi hai giai \u0111o\u1ea1n:<\/strong><\/p>\n<ul>\n<li>Cu\u1ed9c thi chia th\u00e0nh Hai giai \u0111o\u1ea1n: Giai \u0111o\u1ea1n 1 v\u00e0 Giai \u0111o\u1ea1n 2, v\u1edbi m\u1ed9t b\u1ed9 d\u1eef li\u1ec7u ki\u1ec3m tra m\u1edbi \u0111\u01b0\u1ee3c cung c\u1ea5p trong Giai \u0111o\u1ea1n 2. \u0110\u1ec3 tham gia Giai \u0111o\u1ea1n 2, ng\u01b0\u1eddi tham gia c\u1ea7n ho\u00e0n th\u00e0nh Giai \u0111o\u1ea1n 1. <\/li>\n<li>V\u00ed d\u1ee5: Gi\u00e1m s\u00e1t Ng\u00e0nh th\u1ee7y s\u1ea3n c\u1ee7a Nature Conservancy.<\/li>\n<\/ul>\n<p><strong>Cu\u1ed9c thi L\u1eadp tr\u00ecnh:<\/strong><\/p>\n<ul>\n<li>T\u1ea5t c\u1ea3 c\u00e1c b\u00e0i n\u1ed9p \u0111\u1ec1u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n tr\u1ef1c ti\u1ebfp t\u1eeb Kaggle Notebooks, \u0111\u1ea3m b\u1ea3o c\u00e1c \u0111i\u1ec1u ki\u1ec7n ph\u1ea7n c\u1ee9ng c\u00f4ng b\u1eb1ng cho t\u1ea5t c\u1ea3 ng\u01b0\u1eddi tham gia. C\u00e1c m\u00f4 h\u00ecnh \u0111\u01a1n gi\u1ea3n h\u01a1n do c\u00e1c gi\u1edbi h\u1ea1n v\u1ec1 t\u00ednh to\u00e1n \u0111\u01b0\u1ee3c \u00e1p \u0111\u1eb7t b\u1edfi n\u1ec1n t\u1ea3ng, ch\u1eb3ng h\u1ea1n nh\u01b0 th\u1eddi gian ch\u1ea1y, b\u1ed9 nh\u1edb v\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u b\u00ean ngo\u00e0i. <\/li>\n<li>V\u00ed d\u1ee5: Ph\u00e2n lo\u1ea1i c\u00e2u h\u1ecfi thi\u1ebfu ch\u00e2n th\u00e0nh tr\u00ean Quora.<\/li>\n<\/ul>\n<p><strong style=\"color: #1a5554;\">3. Th\u00f4ng tin tham kh\u1ea3o<\/strong><\/p>\n<p>B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm th\u00eam t\u00e0i li\u1ec7u \u0111\u1ec3 b\u1eaft \u0111\u1ea7u <a href=\"https:\/\/www.kaggle.com\/docs\/competitions\" target=\"_blank\" rel=\"noopener\">t\u1ea1i \u0111\u00e2y.<\/a> <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ef51254 elementor-widget elementor-widget-button\" data-id=\"4ef51254\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.aralia.com\/vi\/inquiry\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00ecm hi\u1ec3u v\u1ec1 l\u1edbp luy\u1ec7n thi cho c\u00e1c cu\u1ed9c thi Kaggle<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67e10d29 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"67e10d29\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6a01cc78\" data-id=\"6a01cc78\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-699292c1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"699292c1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-30c5469d\" data-id=\"30c5469d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3bac4bc7 elementor-widget elementor-widget-heading\" data-id=\"3bac4bc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Th\u00e0nh l\u1eadp \u0111\u1ed9i thi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74eeec6f elementor-widget elementor-widget-text-editor\" data-id=\"74eeec6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong style=\"color: #603594;\">1. Th\u00e0nh vi\u00ean v\u00e0 vai tr\u00f2<\/strong><\/p>\n<ul>\n<li>Tr\u01b0\u1edfng nh\u00f3m: Ng\u01b0\u1eddi li\u00ean l\u1ea1c ch\u00ednh c\u1ee7a nh\u00f3m. C\u00f3 quy\u1ec1n h\u1ea1n b\u1ed5 sung, nh\u01b0 thay \u0111\u1ed5i ng\u01b0\u1eddi l\u00e3nh \u0111\u1ea1o nh\u00f3m. <\/li>\n<li>Th\u00e0nh vi\u00ean: T\u1ea5t c\u1ea3 c\u00e1c ng\u01b0\u1eddi tham gia kh\u00e1c trong nh\u00f3m. Tr\u01b0\u1edfng nh\u00f3m c\u00f3 th\u1ec3 chuy\u1ec3n giao quy\u1ec1n l\u00e3nh \u0111\u1ea1o cho m\u1ed9t th\u00e0nh vi\u00ean kh\u00e1c. <\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">2. C\u00e1c ho\u1ea1t \u0111\u1ed9ng quan tr\u1ecdng c\u1ee7a nh\u00f3m<\/strong><\/p>\n<ul>\n<li>Thay \u0111\u1ed5i t\u00ean nh\u00f3m: B\u1ea5t k\u1ef3 th\u00e0nh vi\u00ean n\u00e0o trong nh\u00f3m c\u0169ng c\u00f3 th\u1ec3 c\u1eadp nh\u1eadt t\u00ean nh\u00f3m t\u00f9y ch\u1ec9nh qua tab Nh\u00f3m. T\u00ean n\u00e0y s\u1ebd xu\u1ea5t hi\u1ec7n tr\u00ean b\u1ea3ng x\u1ebfp h\u1ea1ng. <\/li>\n<li>Gh\u00e9p nh\u00f3m (y\u00eau c\u1ea7u s\u1ef1 ch\u1ea5p thu\u1eadn c\u1ee7a tr\u01b0\u1edfng nh\u00f3m): C\u00e1c nh\u00f3m c\u00f3 th\u1ec3 g\u1ed9p l\u1ea1i n\u1ebfu (1) th\u1eddi gian gi\u1edbi h\u1ea1n gh\u00e9p nh\u00f3m c\u1ee7a cu\u1ed9c thi ch\u01b0a k\u1ebft th\u00fac, (2) s\u1ed1 l\u01b0\u1ee3ng th\u00e0nh vi\u00ean c\u1ee7a nh\u00f3m gh\u00e9p kh\u00f4ng v\u01b0\u1ee3t qu\u00e1 gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc nh\u00f3m t\u1ed1i \u0111a, v\u00e0 (3) t\u1ed5ng s\u1ed1 l\u01b0\u1ee3t n\u1ed9p h\u00e0ng ng\u00e0y c\u1ee7a c\u00e1c nh\u00f3m gh\u00e9p tu\u00e2n th\u1ee7 gi\u1edbi h\u1ea1n n\u1ed9p b\u00e0i. <\/li>\n<li>Tan r\u00e3 nh\u00f3m: C\u00e1c nh\u00f3m ch\u1ec9 c\u00f3 th\u1ec3 tan r\u00e3 n\u1ebfu ch\u01b0a c\u00f3 b\u00e0i n\u1ed9p n\u00e0o \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n.<\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">3. L\u01b0u \u00fd<\/strong><\/p>\n<ul>\n<li>Gi\u1edbi h\u1ea1n b\u00e0i n\u1ed9p: s\u1ed1 l\u01b0\u1ee3ng th\u00e0nh vi\u00ean trong nh\u00f3m nh\u00f3m kh\u00f4ng l\u00e0m t\u0103ng gi\u1edbi h\u1ea1n b\u00e0i n\u1ed9p h\u00e0ng ng\u00e0y.<\/li>\n<li>L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c h\u1ee3p t\u00e1c: Tham gia m\u1ed9t nh\u00f3m gi\u00fap b\u1ea1n h\u1ecdc h\u1ecfi t\u1eeb ng\u01b0\u1eddi kh\u00e1c, k\u1ebft h\u1ee3p c\u00e1c ph\u01b0\u01a1ng ph\u00e1p v\u00e0 c\u1ea3i thi\u1ec7n k\u1ebft qu\u1ea3.<\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c733a4e elementor-widget elementor-widget-button\" data-id=\"c733a4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.aralia.com\/vi\/inquiry\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00ecm hi\u1ec3u v\u1ec1 l\u1edbp luy\u1ec7n thi cho c\u00e1c cu\u1ed9c thi Kaggle<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d495f7b elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"d495f7b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aa3fef1\" data-id=\"aa3fef1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-39c27c8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"39c27c8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-915a5a0\" data-id=\"915a5a0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9db3da6 elementor-widget elementor-widget-heading\" data-id=\"9db3da6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u0103ng k\u00fd tham gia<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51555ab elementor-widget elementor-widget-text-editor\" data-id=\"51555ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong style=\"color: #603594;\">1. T\u00ecm ki\u1ebfm c\u00e1c cu\u1ed9c thi<\/strong><\/p>\n<ul>\n<li>Xem danh s\u00e1ch c\u00e1c cu\u1ed9c thi \u0111\u1ec3 xem t\u1ea5t c\u1ea3 c\u00e1c cu\u1ed9c thi \u0111ang di\u1ec5n ra.<\/li>\n<li>C\u00e1c cu\u1ed9c thi c\u00f4ng khai c\u00f3 th\u1ec3 t\u00ecm ki\u1ebfm \u0111\u01b0\u1ee3c, trong khi c\u00e1c cu\u1ed9c thi ri\u00eang t\u01b0 y\u00eau c\u1ea7u m\u1ed9t URL duy nh\u1ea5t \u0111\u01b0\u1ee3c chia s\u1ebb.<\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">2. Truy c\u1eadp Trang ch\u1ee7 Cu\u1ed9c thi<\/strong><\/p>\n<p>Nh\u1ea5n v\u00e0o m\u1ed9t cu\u1ed9c thi \u0111\u1ec3 xem trang ch\u1ee7 c\u1ee7a n\u00f3. C\u00e1c ph\u1ea7n ch\u00ednh bao g\u1ed3m: <\/p>\n<ul>\n<li>Quy \u0111\u1ecbnh: Ch\u1ee9a c\u00e1c quy t\u1eafc b\u1eaft bu\u1ed9c \u0111\u1ec3 tham gia. Vi\u1ec7c ch\u1ea5p nh\u1eadn c\u00e1c quy t\u1eafc l\u00e0 \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 t\u1ea3i d\u1eef li\u1ec7u ho\u1eb7c g\u1eedi b\u00e0i d\u1ef1 thi. <\/li>\n<li>T\u1ed5ng quan: Bao g\u1ed3m:<br \/>M\u00f4 t\u1ea3: Gi\u1ea3i th\u00edch m\u1ee5c ti\u00eau c\u1ee7a cu\u1ed9c thi v\u00e0 m\u1ee5c \u0111\u00edch c\u1ee7a nh\u00e0 t\u00e0i tr\u1ee3.<br \/>D\u1eef li\u1ec7u: Cung c\u1ea5p quy\u1ec1n truy c\u1eadp v\u00e0o b\u1ed9 d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n v\u00e0 ki\u1ec3m tra \u0111\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 \u0111\u00e1nh gi\u00e1 m\u00f4 h\u00ecnh.<br \/>\u0110\u00e1nh gi\u00e1: Chi ti\u1ebft c\u00e1ch th\u1ee9c b\u00e0i d\u1ef1 thi \u0111\u01b0\u1ee3c \u0111\u1ecbnh d\u1ea1ng v\u00e0 \u0111\u00e1nh gi\u00e1 (v\u00ed d\u1ee5: c\u00e1c ch\u1ec9 s\u1ed1 x\u1ebfp h\u1ea1ng).<br \/>L\u1ecbch tr\u00ecnh: Li\u1ec7t k\u00ea c\u00e1c th\u1eddi h\u1ea1n quan tr\u1ecdng, ch\u1eb3ng h\u1ea1n nh\u01b0 th\u1eddi gian ch\u1ea5p nh\u1eadn quy t\u1eafc v\u00e0 th\u1eddi gian n\u1ed9p b\u00e0i.<br \/>Gi\u1ea3i th\u01b0\u1edfng: Li\u1ec7t k\u00ea c\u00e1c ph\u1ea7n th\u01b0\u1edfng (ti\u1ec1n th\u01b0\u1edfng, qu\u00e0 t\u1eb7ng, \u0111i\u1ec3m x\u1ebfp h\u1ea1ng, v.v.) n\u1ebfu c\u00f3.<\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">3. H\u01b0\u00f3ng d\u1eabn tham gia<\/strong><\/p>\n<ul>\n<li>Tham gia b\u1eb1ng c\u00e1ch nh\u1ea5p v\u00e0o &#8220;Join&#8221; v\u00e0 ch\u1ea5p nh\u1eadn c\u00e1c quy t\u1eafc (\u0111\u1ed1i v\u1edbi c\u00e1c cu\u1ed9c thi c\u00f4ng khai).<\/li>\n<li>\u0110\u1ed1i v\u1edbi c\u00e1c cu\u1ed9c thi ri\u00eang t\u01b0, quy\u1ec1n truy c\u1eadp y\u00eau c\u1ea7u li\u00ean k\u1ebft do ng\u01b0\u1eddi t\u1ed5 ch\u1ee9c cung c\u1ea5p.<\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">4. M\u1eb9o h\u1eefu \u00edch<\/strong><\/p>\n<ul>\n<li>Lu\u00f4n \u0111\u1ecdc v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh \u0111\u1ec3 tr\u00e1nh b\u1ecb lo\u1ea1i ho\u1eb7c ch\u1ecbu h\u00ecnh ph\u1ea1t.<\/li>\n<li>S\u1eed d\u1ee5ng di\u1ec5n \u0111\u00e0n \u0111\u1ec3 l\u00e0m r\u00f5 c\u00e1c th\u1eafc m\u1eafc ho\u1eb7c t\u00ecm ki\u1ebfm s\u1ef1 tr\u1ee3 gi\u00fap t\u1eeb c\u1ed9ng \u0111\u1ed3ng.<\/li>\n<li>H\u00e3y ch\u00fa \u00fd \u0111\u1ebfn c\u00e1c h\u1ea1n n\u1ed9p b\u00e0i d\u1ef1 thi \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o tham gia \u0111\u1ea7y \u0111\u1ee7.<\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d566d30 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"d566d30\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-17395b4\" data-id=\"17395b4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1f980fb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1f980fb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-4cd0408\" data-id=\"4cd0408\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb3df97 elementor-widget elementor-widget-heading\" data-id=\"eb3df97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">H\u01b0\u1edbng d\u1eabn n\u1ed9p b\u00e0i<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-409d97c elementor-widget elementor-widget-text-editor\" data-id=\"409d97c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0110\u1ec3 tham gia v\u00e0o c\u00e1c cu\u1ed9c thi Kaggle, vi\u1ec7c n\u1ed9p d\u1ef1 \u0111o\u00e1n m\u00f4 h\u00ecnh c\u1ee7a b\u1ea1n l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft. M\u1ed7i l\u1ea7n n\u1ed9p d\u1ef1 \u0111o\u00e1n s\u1ebd \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 d\u1ef1a tr\u00ean ph\u01b0\u01a1ng ph\u00e1p ch\u1ea5m \u0111i\u1ec3m c\u1ee7a cu\u1ed9c thi v\u00e0 s\u1ebd \u0111\u01b0a b\u1ea1n l\u00ean b\u1ea3ng x\u1ebfp h\u1ea1ng. <\/p>\n<p><strong style=\"color: #603594;\">1. C\u00e1c lo\u1ea1i b\u1ea3ng x\u1ebfp h\u1ea1ng<\/strong><\/p>\n<ul>\n<li>B\u1ea3ng x\u1ebfp h\u1ea1ng c\u00f4ng khai: Hi\u1ec3n th\u1ecb \u0111i\u1ec3m s\u1ed1 c\u1ee7a c\u00e1c b\u00e0i n\u1ed9p d\u1ef1a tr\u00ean m\u1ed9t ph\u1ea7n d\u1eef li\u1ec7u ki\u1ec3m tra. Hi\u1ec3n th\u1ecb su\u1ed1t qu\u00e1 tr\u00ecnh thi \u0111\u1ea5u.  <\/li>\n<li>B\u1ea3ng x\u1ebfp h\u1ea1ng ri\u00eang t\u01b0: Theo d\u00f5i hi\u1ec7u su\u1ea5t d\u1ef1a tr\u00ean ph\u1ea7n d\u1eef li\u1ec7u ki\u1ec3m tra c\u00f2n l\u1ea1i v\u00e0 x\u00e1c \u0111\u1ecbnh th\u1ee9 h\u1ea1ng cu\u1ed1i c\u00f9ng sau khi cu\u1ed9c thi k\u1ebft th\u00fac. C\u1ea7n th\u1eadn tr\u1ecdng v\u1edbi hi\u1ec7n t\u01b0\u1ee3ng overfitting: c\u00e1c m\u00f4 h\u00ecnh c\u00f3 hi\u1ec7u su\u1ea5t t\u1ed1t tr\u00ean b\u1ea3ng x\u1ebfp h\u1ea1ng c\u00f4ng khai c\u00f3 th\u1ec3 kh\u00f4ng \u0111\u1ea1t k\u1ebft qu\u1ea3 t\u01b0\u01a1ng t\u1ef1 tr\u00ean b\u1ea3ng x\u1ebfp h\u1ea1ng ri\u00eang t\u01b0. <\/li>\n<li>Quy t\u1eafc ph\u00e2n \u0111\u1ecbnh th\u1eafng thua: N\u1ebfu c\u00f3 s\u1ef1 h\u00f2a \u0111i\u1ec3m ch\u00ednh x\u00e1c, \u0111\u1ed9i n\u1ed9p b\u00e0i s\u1edbm h\u01a1n s\u1ebd chi\u1ebfn th\u1eafng.<\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">2. Gi\u1edbi h\u1ea1n n\u1ed9p b\u00e0i<\/strong><\/p>\n<ul>\n<li>C\u00e1c \u0111\u1ed9i c\u00f3 gi\u1edbi h\u1ea1n n\u1ed9p b\u00e0i h\u00e0ng ng\u00e0y (th\u01b0\u1eddng l\u00e0 5, nh\u01b0ng c\u00f3 th\u1ec3 thay \u0111\u1ed5i t\u00f9y theo cu\u1ed9c thi). N\u1ed9p b\u00e0i nhi\u1ec1u h\u01a1n gi\u1edbi h\u1ea1n kh\u00f4ng l\u00e0m t\u0103ng c\u01a1 h\u1ed9i chi\u1ebfn th\u1eafng v\u00e0 c\u00f3 th\u1ec3 l\u00e0 l\u00e3ng ph\u00ed t\u00e0i nguy\u00ean. <\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">3. N\u1ed9p d\u1ef1 \u0111o\u00e1n<\/strong><\/p>\n<p><strong>B\u1eb1ng c\u00e1ch t\u1ea3i l\u00ean t\u1ec7p tin:<\/strong><\/p>\n<ul>\n<li>H\u1ea7u h\u1ebft c\u00e1c cu\u1ed9c thi cho ph\u00e9p b\u1ea1n n\u1ed9p d\u1ef1 \u0111o\u00e1n b\u1eb1ng c\u00e1ch t\u1ea3i l\u00ean m\u1ed9t &#8220;t\u1ec7p n\u1ed9p b\u00e0i.&#8221;<\/li>\n<li>\u0110\u1ec3 n\u1ed9p b\u00e0i: Nh\u1ea5n v\u00e0o &#8220;Submit Predictions&#8221; tr\u00ean trang cu\u1ed9c thi. Sau \u0111\u00f3, t\u1ea3i l\u00ean t\u1ec7p d\u1ef1 \u0111o\u00e1n khi \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u. Khi b\u00e0i n\u1ed9p \u0111\u01b0\u1ee3c x\u1eed l\u00fd, n\u00f3 s\u1ebd xu\u1ea5t hi\u1ec7n d\u01b0\u1edbi m\u1ee5c &#8220;My Submisions&#8221;.  <\/li>\n<li>N\u1ebfu t\u1ec7p kh\u00f4ng \u0111\u01b0\u1ee3c x\u1eed l\u00fd th\u00e0nh c\u00f4ng, n\u00f3 s\u1ebd kh\u00f4ng \u0111\u01b0\u1ee3c t\u00ednh v\u00e0 c\u0169ng kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn gi\u1edbi h\u1ea1n n\u1ed9p b\u00e0i h\u00e0ng ng\u00e0y c\u1ee7a b\u1ea1n.<\/li>\n<\/ul>\n<p><strong>B\u1eb1ng c\u00e1ch t\u1ea3i l\u00ean t\u1eeb Notebook:<\/strong><\/p>\n<ul>\n<li>M\u1ed9t s\u1ed1 cu\u1ed9c thi cho ph\u00e9p n\u1ed9p b\u00e0i tr\u1ef1c ti\u1ebfp t\u1eeb Kaggle Notebooks.<\/li>\n<li>C\u00e1c b\u01b0\u1edbc \u0111\u1ec3 n\u1ed9p b\u00e0i t\u1eeb m\u1ed9t Notebook:<br \/>T\u1ea1o m\u1ed9t Notebook m\u1edbi v\u1edbi b\u1ed9 d\u1eef li\u1ec7u c\u1ee7a cu\u1ed9c thi l\u00e0m ngu\u1ed3n d\u1eef li\u1ec7u.<br \/>X\u00e2y d\u1ef1ng v\u00e0 ki\u1ec3m tra m\u00f4 h\u00ecnh c\u1ee7a b\u1ea1n trong Notebook.<br \/>T\u1ea1o v\u00e0 l\u01b0u t\u1ec7p n\u1ed9p b\u00e0i c\u1ee7a b\u1ea1n.<br \/>Nh\u1ea5n &#8220;Save &amp; Run All&#8221; \u0111\u1ec3 ho\u00e0n t\u1ea5t notebook.<br \/>Sau khi ch\u1ea1y th\u00e0nh c\u00f4ng, chuy\u1ec3n \u0111\u1ebfn trang Notebook Viewer \u0111\u1ec3 n\u1ed9p t\u1ec7p c\u1ee7a b\u1ea1n.<\/li>\n<\/ul>\n<p><strong style=\"color: #603594;\">4. Ch\u1ecdn b\u00e0i n\u1ed9p cu\u1ed1i c\u00f9ng<\/strong><\/p>\n<p>B\u1ea1n c\u00f3 th\u1ec3 ch\u1ecdn b\u00e0i n\u1ed9p n\u00e0o \u0111\u1ec3 \u0111\u01b0\u1ee3c ch\u1ea5m \u0111i\u1ec3m tr\u01b0\u1edbc khi cu\u1ed9c thi k\u1ebft th\u00fac. N\u1ebfu kh\u00f4ng ch\u1ecdn b\u00e0i n\u1ed9p n\u00e0o, n\u1ec1n t\u1ea3ng s\u1ebd t\u1ef1 \u0111\u1ed9ng ch\u1ecdn b\u00e0i n\u1ed9p c\u00f3 hi\u1ec7u su\u1ea5t cao nh\u1ea5t tr\u00ean b\u1ea3ng x\u1ebfp h\u1ea1ng c\u00f4ng khai. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aec9a64 elementor-widget elementor-widget-button\" data-id=\"aec9a64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.aralia.com\/vi\/inquiry\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">T\u00ecm hi\u1ec3u v\u1ec1 l\u1edbp luy\u1ec7n thi cho c\u00e1c cu\u1ed9c thi Kaggle<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-406de80 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"406de80\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2700540d\" data-id=\"2700540d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-66885af0 elementor-widget elementor-widget-heading\" data-id=\"66885af0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Th\u00e0nh T\u00edch H\u1ecdc Sinh<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-11be2e04 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11be2e04\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7af8470a\" data-id=\"7af8470a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-21da5afe elementor-widget elementor-widget-heading\" data-id=\"21da5afe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">G\u1ee3i \u00fd l\u1edbp h\u1ecdc<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fccf7f1 elementor-posts__hover-none elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"2fccf7f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:16,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-103778 post type-post status-publish format-standard has-post-thumbnail hentry category-khoa-hoc-may-tinh category-luyen-thi-cuoc-thi-quoc-te tag-khoa-hoc-may-tinh\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/luyen-thi-ky-thi-khoa-hoc-may-tinh-hoa-ky-acsl\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-300x200.webp\" class=\"attachment-medium size-medium wp-image-100692\" alt=\"\" srcset=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-300x200.webp 300w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-1024x682.webp 1024w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-768x512.webp 768w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138.webp 1201w\" sizes=\"(max-width: 300px) 100vw, 300px\" title=\"\"><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<div class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/luyen-thi-ky-thi-khoa-hoc-may-tinh-hoa-ky-acsl\/\">\n\t\t\t\tLuy\u1ec7n thi K\u1ef3 thi Khoa h\u1ecdc M\u00e1y t\u00ednh Hoa K\u1ef3 &#8211; ACSL\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-100691 post type-post status-publish format-standard has-post-thumbnail hentry category-khoa-hoc-may-tinh category-chuong-trinh-thpt category-xay-dung-nen-tang-thpt tag-khoa-hoc-may-tinh\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/gioi-thieu-ve-khoa-hoc-may-tinh\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-300x200.webp\" class=\"attachment-medium size-medium wp-image-100692\" alt=\"\" srcset=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-300x200.webp 300w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-1024x682.webp 1024w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-768x512.webp 768w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138.webp 1201w\" sizes=\"(max-width: 300px) 100vw, 300px\" title=\"\"><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<div class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/gioi-thieu-ve-khoa-hoc-may-tinh\/\">\n\t\t\t\tGi\u1edbi thi\u1ec7u v\u1ec1 Khoa h\u1ecdc m\u00e1y t\u00ednh\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-99593 post type-post status-publish format-standard has-post-thumbnail hentry category-khoa-hoc-may-tinh tag-ap-advanced-placement\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/ap-nguyen-ly-khoa-hoc-may-tinh\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage-300x200.jpg\" class=\"attachment-medium size-medium wp-image-99594\" alt=\"\" srcset=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage-300x200.jpg 300w, https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage-768x512.jpg 768w, https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage.jpg 980w\" sizes=\"(max-width: 300px) 100vw, 300px\" title=\"\"><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<div class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/ap-nguyen-ly-khoa-hoc-may-tinh\/\">\n\t\t\t\tAP Nguy\u00ean l\u00fd Khoa h\u1ecdc M\u00e1y t\u00ednh (AP Computer Science Principles)\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1c13abc7 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1c13abc7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5a64ce3e\" data-id=\"5a64ce3e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63db2f82 elementor-widget elementor-widget-heading\" data-id=\"63db2f82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tin t\u1ee9c li\u00ean quan<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6527d3db elementor-posts__hover-none elementor-posts--align-left elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"6527d3db\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:16,&quot;sizes&quot;:[]},&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-111344 post type-post status-publish format-standard has-post-thumbnail hentry category-helpful-information tag-computer-science tag-cuoc-thi tag-hoat-dong-ngoai-khoa\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.aralia.com\/vi\/helpful-information\/huong-dan-ky-thi-acsl\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"165\" src=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2025\/04\/AdobeStock_419893950-2048x1126-1-300x165.webp\" class=\"attachment-medium size-medium wp-image-111345\" alt=\"\" srcset=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2025\/04\/AdobeStock_419893950-2048x1126-1-300x165.webp 300w, https:\/\/www.aralia.com\/wp-content\/uploads\/2025\/04\/AdobeStock_419893950-2048x1126-1-1024x563.webp 1024w, https:\/\/www.aralia.com\/wp-content\/uploads\/2025\/04\/AdobeStock_419893950-2048x1126-1-768x422.webp 768w, https:\/\/www.aralia.com\/wp-content\/uploads\/2025\/04\/AdobeStock_419893950-2048x1126-1-1536x845.webp 1536w, https:\/\/www.aralia.com\/wp-content\/uploads\/2025\/04\/AdobeStock_419893950-2048x1126-1.webp 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" title=\"\"><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<div class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.aralia.com\/vi\/helpful-information\/huong-dan-ky-thi-acsl\/\">\n\t\t\t\tH\u01b0\u1edbng D\u1eabn Chi Ti\u1ebft V\u1ec1 K\u1ef3 Thi Khoa H\u1ecdc M\u00e1y T\u00ednh Hoa K\u1ef3 (ACSL)\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-100691 post type-post status-publish format-standard has-post-thumbnail hentry category-khoa-hoc-may-tinh category-chuong-trinh-thpt category-xay-dung-nen-tang-thpt tag-khoa-hoc-may-tinh\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/gioi-thieu-ve-khoa-hoc-may-tinh\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-300x200.webp\" class=\"attachment-medium size-medium wp-image-100692\" alt=\"\" srcset=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-300x200.webp 300w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-1024x682.webp 1024w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138-768x512.webp 768w, https:\/\/www.aralia.com\/wp-content\/uploads\/2023\/04\/AdobeStock_305508138.webp 1201w\" sizes=\"(max-width: 300px) 100vw, 300px\" title=\"\"><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<div class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/gioi-thieu-ve-khoa-hoc-may-tinh\/\">\n\t\t\t\tGi\u1edbi thi\u1ec7u v\u1ec1 Khoa h\u1ecdc m\u00e1y t\u00ednh\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-99593 post type-post status-publish format-standard has-post-thumbnail hentry category-khoa-hoc-may-tinh tag-ap-advanced-placement\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/ap-nguyen-ly-khoa-hoc-may-tinh\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage-300x200.jpg\" class=\"attachment-medium size-medium wp-image-99594\" alt=\"\" srcset=\"https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage-300x200.jpg 300w, https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage-768x512.jpg 768w, https:\/\/www.aralia.com\/wp-content\/uploads\/2022\/04\/Webp.net-resizeimage.jpg 980w\" sizes=\"(max-width: 300px) 100vw, 300px\" title=\"\"><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<div class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.aralia.com\/vi\/khoa-hoc-may-tinh\/ap-nguyen-ly-khoa-hoc-may-tinh\/\">\n\t\t\t\tAP Nguy\u00ean l\u00fd Khoa h\u1ecdc M\u00e1y t\u00ednh (AP Computer Science Principles)\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f7fd674 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f7fd674\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1073becb\" data-id=\"1073becb\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76f9d5f1 uael-heading-align-center elementor-widget elementor-widget-uael-advanced-heading\" data-id=\"76f9d5f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-advanced-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"uael-module-content uael-heading-wrapper\">\n\t\t\t\t\t\t\n\t\t\t<h2 class=\"uael-heading\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-heading-text elementor-inline-editing uael-size--default\" data-elementor-setting-key=\"heading_title\" data-elementor-inline-editing-toolbar=\"basic\">Tham gia kh\u00f3a luy\u1ec7n thi ngay!<\/span>\n\t\t\t\t\t\t\t<\/h2>\n\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bc7328 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"6bc7328\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/www.aralia.com\/vi\/inquiry\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0110\u0103ng k\u00fd t\u01b0 v\u1ea5n<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>C\u00e1c cu\u1ed9c thi Kaggle l\u00e0 nh\u1eefng cu\u1ed9c thi h\u00e0ng \u0111\u1ea7u trong ch\u1ee7 \u0111\u1ec1 v\u1ec1 th\u00e1ch th\u1ee9c v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y, cung c\u1ea5p m\u1ed9t s\u00e2n ch\u01a1i n\u01a1i c\u00e1c th\u00ed sinh gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf do c\u00e1c t\u1ed5 ch\u1ee9c v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u01b0a ra. C\u00e1c cu\u1ed9c thi n\u00e0y bao g\u1ed3m t\u1eeb ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh m\u00e1y t\u00ednh \u0111\u1ebfn x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 d\u1ef1 b\u00e1o chu\u1ed7i th\u1eddi gian.  <\/p>\n","protected":false},"author":1,"featured_media":96532,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[502],"tags":[861,555],"class_list":["post-100663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-khoa-hoc-may-tinh","tag-middle-and-high-school","tag-nhieu-thoi-han"],"_links":{"self":[{"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/posts\/100663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/comments?post=100663"}],"version-history":[{"count":4,"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/posts\/100663\/revisions"}],"predecessor-version":[{"id":139286,"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/posts\/100663\/revisions\/139286"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/media\/96532"}],"wp:attachment":[{"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/media?parent=100663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/categories?post=100663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aralia.com\/vi\/wp-json\/wp\/v2\/tags?post=100663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}