{"id":4683,"date":"2025-11-17T15:31:42","date_gmt":"2025-11-17T08:31:42","guid":{"rendered":"http:\/\/stat.sci.kmutnb.ac.th\/?page_id=4683"},"modified":"2026-09-03T13:38:08","modified_gmt":"2026-09-03T06:38:08","slug":"%e0%b9%81%e0%b8%9c%e0%b8%99%e0%b8%81%e0%b8%b2%e0%b8%a3%e0%b8%aa%e0%b8%ad%e0%b8%99%e0%b8%a0%e0%b8%b2%e0%b8%84%e0%b9%80%e0%b8%a3%e0%b8%b5%e0%b8%a2%e0%b8%99%e0%b8%97%e0%b8%b5%e0%b9%88-2-2568","status":"publish","type":"page","link":"https:\/\/stat.sci.kmutnb.ac.th\/?page_id=4683","title":{"rendered":"\u0e41\u0e1c\u0e19\u0e01\u0e32\u0e23\u0e2a\u0e2d\u0e19\u0e20\u0e32\u0e04\u0e40\u0e23\u0e35\u0e22\u0e19\u0e17\u0e35\u0e48 2\/2568"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4683\" class=\"elementor elementor-4683\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6985727 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6985727\" data-element_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-top-column elementor-element elementor-element-740bfbf\" data-id=\"740bfbf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-196acd4 elementor-widget elementor-widget-toggle\" data-id=\"196acd4\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>.elementor-toggle{text-align:left}.elementor-toggle .elementor-tab-title{font-weight:700;line-height:1;margin:0;padding:15px;border-bottom:1px solid #d5d8dc;cursor:pointer;outline:none}.elementor-toggle .elementor-tab-title .elementor-toggle-icon{display:inline-block;width:1em}.elementor-toggle .elementor-tab-title .elementor-toggle-icon svg{-webkit-margin-start:-5px;margin-inline-start:-5px;width:1em;height:1em}.elementor-toggle .elementor-tab-title .elementor-toggle-icon.elementor-toggle-icon-right{float:right;text-align:right}.elementor-toggle .elementor-tab-title .elementor-toggle-icon.elementor-toggle-icon-left{float:left;text-align:left}.elementor-toggle .elementor-tab-title .elementor-toggle-icon .elementor-toggle-icon-closed{display:block}.elementor-toggle .elementor-tab-title .elementor-toggle-icon .elementor-toggle-icon-opened{display:none}.elementor-toggle .elementor-tab-title.elementor-active{border-bottom:none}.elementor-toggle .elementor-tab-title.elementor-active .elementor-toggle-icon-closed{display:none}.elementor-toggle .elementor-tab-title.elementor-active .elementor-toggle-icon-opened{display:block}.elementor-toggle .elementor-tab-content{padding:15px;border-bottom:1px solid #d5d8dc;display:none}@media (max-width:767px){.elementor-toggle .elementor-tab-title{padding:12px}.elementor-toggle .elementor-tab-content{padding:12px 10px}}.e-con-inner>.elementor-widget-toggle,.e-con>.elementor-widget-toggle{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2661\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2661\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e1b\u0e23\u0e34\u0e0d\u0e0d\u0e32\u0e15\u0e23\u0e35 ASI<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2661\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2661\"><table class=\"list-file\">\n<tbody>\n<tr>\n<td>040513102 \u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19 (Introduction to Probability)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513102-Introduction-to-Probability-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513103 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c 1 (Statistical Analysis I)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513103-Statistical-Analysis-I.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513108 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e2b\u0e25\u0e32\u0e22\u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23 (Multivariate Analysis I)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513108-Multivariate-Analysis-I.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513109 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e07\u0e32\u0e19 1 (Operations Research I)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513109-Operations-Research-I.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>40513203 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e44\u0e21\u0e48\u0e2d\u0e34\u0e07\u0e1e\u0e32\u0e23\u0e32\u0e21\u0e34\u0e40\u0e15\u0e2d\u0e23\u0e4c (Nonparametric Statistics)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513203-Nonparametric-Statistics.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513301 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e14\u0e32\u0e40\u0e19\u0e34\u0e19\u0e07\u0e32\u0e19 2 (Operations Research II)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513301-Operations-Research-II.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513308 \u0e01\u0e32\u0e23\u0e08\u0e33\u0e25\u0e2d\u0e07 (Simulation)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513308-Simulation.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513407 \u0e40\u0e2b\u0e21\u0e37\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Mining)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASI_040513407-Data-Mining-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040545312 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e07\u0e32\u0e19\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\n(Operations Research and Business Decision Making)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_MASDA_040545312-Operations-Research-and-Business-Decision-Making.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2662\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2662\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e1b\u0e23\u0e34\u0e0d\u0e0d\u0e32\u0e15\u0e23\u0e35 ASB<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2662\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2662\"><table class=\"list-file\">\n<tbody>\n<tr>\n<td>040533210 \u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e04\u0e31\u0e14\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e17\u0e32\u0e07\u0e14\u0e49\u0e32\u0e19\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e01\u0e31\u0e19\u0e20\u0e31\u0e22\n(Selected Topics in Business Statistics and Insurance)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_00533201-Selected-Topics-in-Business-Statistics-and-Insurance.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513102 \u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19 (Introduction to Probability)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040513102-Introduction-to-Probability-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513504 \u0e01\u0e32\u0e23\u0e1a\u0e23\u0e34\u0e2b\u0e32\u0e23\u0e15\u0e49\u0e19\u0e17\u0e38\u0e19 (Cost Management)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040513504-Cost-Management.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040533104 \u0e01\u0e32\u0e23\u0e1e\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Business Forecasting)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040533104-Business-Forecasting.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040533105 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e40\u0e0a\u0e34\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Research Methods in Business)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040533105-Research-Methods-in-Business.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040533201 \u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e01\u0e31\u0e19\u0e0a\u0e35\u0e27\u0e34\u0e15 (Life Insurance)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040533201-Life-Insurance.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040533302 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e1b\u0e23\u0e30\u0e22\u0e38\u0e01\u0e15\u0e4c\u0e17\u0e32\u0e07\u0e01\u0e32\u0e23\u0e15\u0e25\u0e32\u0e14 (Statistical Applications in Marketing)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040533302-Statistical-Applications-in-Marketing.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533204 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e1b\u0e23\u0e30\u0e01\u0e31\u0e19\u0e27\u0e34\u0e19\u0e32\u0e28\u0e20\u0e31\u0e22 (Casualty Actuarial Statistics)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040533204-Casualty-Actuarial-Statistics.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533207 \u0e15\u0e31\u0e27\u0e41\u0e1a\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e40\u0e2a\u0e35\u0e22\u0e2b\u0e32\u0e22 (Loss Models)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040533207-Loss-Models.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533206 \u0e15\u0e31\u0e27\u0e41\u0e1a\u0e1a\u0e04\u0e13\u0e34\u0e15\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e1b\u0e23\u0e30\u0e01\u0e31\u0e19\u0e20\u0e31\u0e22 (Actuarial Models)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_ASB_040533206-Actuarial-Models.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<\/tbody>\n<\/table><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2663\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2663\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e1b\u0e23\u0e34\u0e0d\u0e0d\u0e32\u0e15\u0e23\u0e35 SDA<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2663\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2663\"><table class=\"list-file\">\n<tbody>\n<tr>\n<td>040513102 \u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19 (Introduction to Probability)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_SDA_040513102-Introduction-to-Probability-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563104 \u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e02\u0e2d\u0e07\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e08\u0e31\u0e01\u0e23 (Machine Learning)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_SDA_040563104-Machine-Learning-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563301 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e1b\u0e23\u0e34\u0e21\u0e32\u0e13\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Quantitative Analysis for Business)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_SDA_040563301Quantitative-Analysis-for-Business.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563311 \u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e40\u0e27\u0e47\u0e1a (Web Technology)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_SDA_040563311-Web-Technology.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563103 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e2b\u0e25\u0e32\u0e22\u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23 (Multivariate Analysis)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3-SDA_040563103-Multivariate-Analysis.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040563201 \u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e04\u0e33\u0e19\u0e27\u0e13\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34 (Program for Statistical Computing)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"040563201 \u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e04\u0e33\u0e19\u0e27\u0e13\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\n(Program for Statistical Computing)\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<\/tbody>\n<\/table><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2664\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2664\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e1b\u0e23\u0e34\u0e0d\u0e0d\u0e32\u0e42\u0e17 MASDA<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2664\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2664\"><table class=\"list-file\">\n<tbody>\n\n<tr>\n<td>040545221 \u0e01\u0e32\u0e23\u0e1e\u0e22\u0e32\u0e01\u0e23\u0e13\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e41\u0e25\u0e30\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\n(Statistical Forecasting and Data Analytics)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_MASDA_040545221-Statistical-Forecasting-and-Data-Analytics.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<\/tbody>\n<\/table><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2665\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-2665\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">\u0e27\u0e34\u0e0a\u0e32\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2665\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-2665\"><table class=\"list-file\">\n<tbody>\n<tr>\n<td>040503001 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e43\u0e19\u0e0a\u0e35\u0e27\u0e34\u0e15\u0e1b\u0e23\u0e30\u0e08\u0e32\u0e27\u0e31\u0e19 (Statistics in Everyday Life)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23_040503001-Statistics-in-Everyday-Life-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040503001 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e43\u0e19\u0e0a\u0e35\u0e27\u0e34\u0e15\u0e1b\u0e23\u0e30\u0e08\u0e32\u0e27\u0e31\u0e19 (Statistics in Everyday Life)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23_040503001-\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e43\u0e19\u0e0a\u0e35\u0e27\u0e34\u0e15\u0e1b\u0e23\u0e30\u0e08\u0e32\u0e27\u0e31\u0e19-Statistics-in-Everyday-Life.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040503011 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e41\u0e25\u0e30\u0e19\u0e31\u0e01\u0e27\u0e34\u0e17\u0e22\u0e32\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\n(Statistics for Engineers and Scientists)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23_040503011-Statistics-for-Engineers-and-Scientists-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040503021 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e19\u0e31\u0e01\u0e27\u0e34\u0e17\u0e22\u0e32\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\n(Statistics for Scientists)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23_040503021-Statistics-for-Scientists.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040503080 Fundamental Statistics<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23_040503080-Fundamentals-of-Statistics-Eng-1.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040503080 \u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e16\u0e34\u0e15\u0e34 (Fundamental Statistics)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2025\/11\/OBE3_\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23_040503080-Fundamentals-of-Statistics-Thai.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e1b\u0e23\u0e34\u0e0d\u0e0d\u0e32\u0e15\u0e23\u0e35 ASI 040513102 \u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19 (Introduction to Probability) PDF 040513103 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c 1 (Statistical Analysis I) PDF 040513108 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e2b\u0e25\u0e32\u0e22\u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23 (Multivariate Analysis I) PDF 040513109 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e07\u0e32\u0e19 1 (Operations Research I) PDF 40513203 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e44\u0e21\u0e48\u0e2d\u0e34\u0e07\u0e1e\u0e32\u0e23\u0e32\u0e21\u0e34\u0e40\u0e15\u0e2d\u0e23\u0e4c (Nonparametric Statistics) PDF 040513301 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e14\u0e32\u0e40\u0e19\u0e34\u0e19\u0e07\u0e32\u0e19 2 (Operations Research II) PDF 040513308 \u0e01\u0e32\u0e23\u0e08\u0e33\u0e25\u0e2d\u0e07 (Simulation) PDF 040513407 \u0e40\u0e2b\u0e21\u0e37\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Mining) PDF 040545312 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e14\u0e33\u0e40\u0e19\u0e34\u0e19\u0e07\u0e32\u0e19\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Operations Research and Business [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":257,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4683","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/4683","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4683"}],"version-history":[{"count":43,"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/4683\/revisions"}],"predecessor-version":[{"id":6026,"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=\/wp\/v2\/pages\/4683\/revisions\/6026"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=\/wp\/v2\/media\/257"}],"wp:attachment":[{"href":"https:\/\/stat.sci.kmutnb.ac.th\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4683"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}