{"id":5061,"date":"2026-06-29T14:23:15","date_gmt":"2026-06-29T07:23:15","guid":{"rendered":"https:\/\/stat.sci.kmutnb.ac.th\/?page_id=5061"},"modified":"2026-06-30T15:10:27","modified_gmt":"2026-06-30T08:10:27","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%88-1-2569","status":"publish","type":"page","link":"https:\/\/stat.sci.kmutnb.ac.th\/?page_id=5061","title":{"rendered":"\u0e41\u0e1c\u0e19\u0e01\u0e32\u0e23\u0e2a\u0e2d\u0e19\u0e20\u0e32\u0e04\u0e40\u0e23\u0e35\u0e22\u0e19\u0e17\u0e35\u0e48 1\/2569"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5061\" class=\"elementor elementor-5061\">\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>040513201 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e41\u0e19\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17 (Categorical Data Analysis)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513201-Categorical-Data-Analysis.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513204 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23\u0e1e\u0e2b\u0e38 2 (Multivariate Analysis II)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513204-Multivariate-Analysis-II.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513315 Statistics Quality Control in Business and Manufacturing (\u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e43\u0e19\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e41\u0e25\u0e30\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e1c\u0e25\u0e34\u0e15)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513311-Statistics-Quality-Control-in-Business-and-Manufacturing.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513404 \u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e2a\u0e33\u0e40\u0e23\u0e47\u0e08\u0e23\u0e39\u0e1b\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\/\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e2a\u0e33\u0e40\u0e23\u0e47\u0e08\u0e23\u0e39\u0e1b\u0e17\u0e32\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\n(Statistical Computer Program for Business\/Statistical Packages for Business)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513404-Statistical-Computer-Program-for-Business.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\/2026\/06\/OBE3_ASI_040513407-Data-Mining.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513502 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19 (Introduction to Research Methods)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513502-Introduction-to-Research-Methods.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040533101 \u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e01\u0e31\u0e19\u0e20\u0e31\u0e22 (General Principles of Insurance)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040533101-General-Principles-of-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\/2026\/06\/OBE3_ASI_040513102-Introduction-to-Probability.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\u0e4c1) Statistical Analysis I<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513103-Statistical-Analysis-I.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513106 \u0e17\u0e24\u0e29\u0e0e\u0e35\u0e2a\u0e16\u0e34\u0e15\u0e34 1 (Theory of Statistics I)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513106-Theory-of-Statistics-I.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513107 \u0e01\u0e32\u0e23\u0e27\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e01\u0e32\u0e23\u0e17\u0e14\u0e25\u0e2d\u0e07 (Experimental Design)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513107-Experimental-Eesign.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513104 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c 2 (Statistical Analysis II)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513107-Statistical-Analysis-II.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513115 \u0e42\u0e04\u0e23\u0e07\u0e07\u0e32\u0e19\u0e1e\u0e34\u0e40\u0e28\u0e29 1 (Special Project I)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASI_040513115-Special-Project-I.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\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\/2026\/06\/OBE3_ASB_040513102-Introduction-to-Probability.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040513105 \u0e17\u0e24\u0e29\u0e0e\u0e35\u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19 (Probability Theory)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040513105-Probability-Theory.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040513104 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c 2 (Statistical Analysis II)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040513107-Statistical-Analysis-II.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040513112 Sampling Techniques<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040513112-Sampling-Techniques.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040513311 \u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34 (Statistics Quality Control)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040513311-Statistics-Quality-Control.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040513314 \u0e01\u0e32\u0e23\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e2a\u0e34\u0e19\u0e04\u0e49\u0e32\u0e04\u0e07\u0e04\u0e25\u0e31\u0e07 (Inventory Management)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040513314-Inventory-Management.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533101 \u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e17\u0e31\u0e48\u0e27\u0e44\u0e1b\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e01\u0e31\u0e19\u0e20\u0e31\u0e22 (General Principles of Insurance)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533101-General-Principles-of-Insurance.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533106 \u0e42\u0e04\u0e23\u0e07\u0e07\u0e32\u0e19\u0e1e\u0e34\u0e40\u0e28\u0e29 1 (Special Project I)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533106-Special-Project-I.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533108 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e04\u0e13\u0e34\u0e15\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e30\u0e01\u0e31\u0e19\u0e20\u0e31\u0e22\n(Mathematical Statistics for Actuarial Science)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533108-Mathematical-Statistics-for-Actuarial-Science.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\/2026\/06\/OBE3_ASB_040533206-Actuarial-Models.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533208 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e1b\u0e23\u0e30\u0e0a\u0e32\u0e01\u0e23\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c (Demographic Analysis)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533208-Demographic-Analysis.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533211 \u0e01\u0e32\u0e23\u0e1a\u0e31\u0e0d\u0e0a\u0e35\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e40\u0e07\u0e34\u0e19\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Accounting and Corporate Finance)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533211-Accounting-and-Corporate-Finance.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533212 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e19\u0e33\u0e40\u0e2a\u0e19\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e49\u0e27\u0e22\u0e20\u0e32\u0e1e\n(Business Analytics and Data Visualization)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533212-Business-Analytics-and-Data-Visualization.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533305 \u0e40\u0e28\u0e23\u0e29\u0e10\u0e21\u0e34\u0e15\u0e34\u0e40\u0e1a\u0e37\u0e49\u0e2d\u0e07\u0e15\u0e49\u0e19 (Introduction to Econometrics)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533305-Introduction-to-Econometrics.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040533304 \u0e01\u0e32\u0e23\u0e40\u0e07\u0e34\u0e19\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Corporate Finance)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_ASB_040533304-Corporate-Finance.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\/2026\/06\/OBE3_SDA_040513102-Introduction-to-Probability.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040513104 \u0e2a\u0e16\u0e34\u0e15\u0e34\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c 2 (Statistical Analysis II)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_SDA_040513107-Statistical-Analysis-II.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\/2026\/06\/OBE3_SDA_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\/2026\/06\/OBE3_SDA_040533105-Research-Methods-in-Business.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\/2026\/06\/OBE3_SDA_040563104-Machine-Learning.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563105 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e2a\u0e32\u0e2b\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e02\u0e19\u0e32\u0e14\u0e43\u0e2b\u0e0d\u0e48 (Statistical Analysis for Big Data)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_SDA_040563105-Statistical-Analysis-for-Big-Data.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563206 \u0e23\u0e30\u0e1a\u0e1a\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e10\u0e32\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Database Management Systems)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_SDA_040563206-Database-Management-Systems.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563207\u0e01\u0e32\u0e23\u0e41\u0e2a\u0e14\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e49\u0e27\u0e22\u0e41\u0e1c\u0e19\u0e20\u0e32\u0e1e(Data Visualization)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_SDA_040563207-Data-Visualization.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n<tr>\n<td>040563401 \u0e42\u0e04\u0e23\u0e07\u0e07\u0e32\u0e19\u0e1e\u0e34\u0e40\u0e28\u0e29 1 (Special Project I)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_SDA_040563401-Special-Project-I.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-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>040545109 \u0e17\u0e24\u0e29\u0e0e\u0e35\u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19 (Theory of Probability)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_MASDA_040545109-Theory-of-Probability.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n<tr>\n<td>040545209 \u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34 (Statistical Quality Control)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_MASDA_040545209-Statistical-Quality-Control.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n\n<tr>\n<td>040545217 \u0e41\u0e1c\u0e19\u0e41\u0e1a\u0e1a\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e01\u0e32\u0e23\u0e17\u0e14\u0e25\u0e2d\u0e07 (Design and Analysis of Experimental)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_MASDA_040545217-Design-and-Analysis-of-Experiment.pdf\" target=\"_blank\" rel=\"noopener\">PDF<\/a><\/td>\n<\/tr>\n\n\n<tr>\n<td>040545222 \u0e41\u0e1c\u0e19\u0e41\u0e1a\u0e1a\u0e01\u0e32\u0e23\u0e2a\u0e33\u0e23\u0e27\u0e08\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Survey Design and Data Analysis)<\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"https:\/\/stat.sci.kmutnb.ac.th\/wp-content\/uploads\/2026\/06\/OBE3_MASDA_040545222-Survey-Design-and-Data-Analysis.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><\/td>\n<td><\/td>\n<td><a class=\"pdf\" href=\"#\" 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 040513201 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e41\u0e19\u0e01\u0e1b\u0e23\u0e30\u0e40\u0e20\u0e17 (Categorical Data Analysis) PDF 040513204 \u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e15\u0e31\u0e27\u0e41\u0e1b\u0e23\u0e1e\u0e2b\u0e38 2 (Multivariate Analysis II) PDF 040513315 Statistics Quality Control in Business and Manufacturing (\u0e01\u0e32\u0e23\u0e04\u0e27\u0e1a\u0e04\u0e38\u0e21\u0e04\u0e38\u0e13\u0e20\u0e32\u0e1e\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e43\u0e19\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e41\u0e25\u0e30\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e1c\u0e25\u0e34\u0e15) PDF 040513404 \u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e2a\u0e33\u0e40\u0e23\u0e47\u0e08\u0e23\u0e39\u0e1b\u0e40\u0e0a\u0e34\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\/\u0e42\u0e1b\u0e23\u0e41\u0e01\u0e23\u0e21\u0e2a\u0e33\u0e40\u0e23\u0e47\u0e08\u0e23\u0e39\u0e1b\u0e17\u0e32\u0e07\u0e2a\u0e16\u0e34\u0e15\u0e34\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Statistical Computer Program for Business\/Statistical Packages for Business) PDF 040513407 \u0e40\u0e2b\u0e21\u0e37\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 (Data Mining) PDF 040513502 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