{"id":2788,"date":"2026-10-04T07:18:58","date_gmt":"2026-10-04T07:18:58","guid":{"rendered":"https:\/\/skti.co.th\/site\/?page_id=2788"},"modified":"2026-10-08T07:11:12","modified_gmt":"2026-10-08T07:11:12","slug":"data-insight-discovery","status":"publish","type":"page","link":"https:\/\/skti.co.th\/site\/courses\/data-business-analytics\/data-insight-discovery\/","title":{"rendered":"Data Insight Discovery"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2788\" class=\"elementor elementor-2788\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d9979b7 e-flex e-con-boxed e-con e-parent\" data-id=\"d9979b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a06737 elementor-widget elementor-widget-heading\" data-id=\"2a06737\" 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\"><h1 style=\"font-style: normal;white-space: normal\">Data Insight Discovery<\/h1><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22d7ffb e-grid e-con-full e-con e-child\" data-id=\"22d7ffb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-80c489d e-grid e-con-full e-con e-child\" data-id=\"80c489d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0a273b elementor-widget elementor-widget-text-editor\" data-id=\"a0a273b\" 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><span style=\"font-size: 16px; font-style: inherit; font-weight: inherit; font-family: 'Open Sans', sans-serif;\">Build a practical foundation in reading, preparing and analysing everyday business data. This hands-on course introduces basic data cleaning, the Question\u2013Data\u2013Insight framework, and techniques for identifying patterns and outliers. Learners practise with sample data before applying the approach to their department\u2019s data, bringing their findings together in a concise Insight One-Pager supported by charts.<\/span><\/p>\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-61e28d6 elementor-widget elementor-widget-button\" data-id=\"61e28d6\" 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:\/\/skti.co.th\/site\/contact\/\">\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\">Enquire About This Course<\/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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2db511e elementor-widget elementor-widget-image\" data-id=\"2db511e\" 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=\"1024\" height=\"576\" src=\"https:\/\/skti.co.th\/site\/wp-content\/uploads\/2026\/10\/Thai-Analysts-Spot-a-New-Pattern-3-1-1024x576.png\" class=\"attachment-large size-large wp-image-2928\" alt=\"thai analysts spot a new pattern 3\" srcset=\"https:\/\/skti.co.th\/site\/wp-content\/uploads\/2026\/10\/Thai-Analysts-Spot-a-New-Pattern-3-1-1024x576.png 1024w, https:\/\/skti.co.th\/site\/wp-content\/uploads\/2026\/10\/Thai-Analysts-Spot-a-New-Pattern-3-1-300x169.png 300w, https:\/\/skti.co.th\/site\/wp-content\/uploads\/2026\/10\/Thai-Analysts-Spot-a-New-Pattern-3-1-768x432.png 768w, https:\/\/skti.co.th\/site\/wp-content\/uploads\/2026\/10\/Thai-Analysts-Spot-a-New-Pattern-3-1-1536x864.png 1536w, https:\/\/skti.co.th\/site\/wp-content\/uploads\/2026\/10\/Thai-Analysts-Spot-a-New-Pattern-3-1.png 1672w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"  title=\"Data Insight Discovery\" \/>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-633ba16 e-con-full e-flex e-con e-child\" data-id=\"633ba16\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bed19e elementor-widget elementor-widget-heading\" data-id=\"2bed19e\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Course at a Glance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b67e40 elementor-widget elementor-widget-text-editor\" data-id=\"0b67e40\" 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<table><thead><tr><th>Description<\/th><th>Detail<\/th><\/tr><\/thead><tbody><tr><td>Duration<\/td><td>1 day \u00b7 6 hours<\/td><\/tr><tr><td>Format<\/td><td>Classroom \u00b7 20% lecture, 80% hands-on<\/td><\/tr><tr><td>Prerequisites<\/td><td>Basic Excel skills<\/td><\/tr><tr><td>Course Output<\/td><td>Insight One-Pager with 3 key insights and supporting charts<\/td><\/tr><\/tbody><\/table>\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-7365a57 elementor-widget elementor-widget-heading\" data-id=\"7365a57\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Learning Objectives<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f33223 elementor-widget elementor-widget-text-editor\" data-id=\"1f33223\" 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>By the end of the course, participants will be able to:<\/p><ul><li><span style=\"font-style: inherit; font-weight: inherit;\">Read business data and apply basic data cleaning techniques.<\/span><\/li><li><span style=\"font-style: inherit; font-weight: inherit;\">Use the Question\u2013Data\u2013Insight framework to guide an analysis.<\/span><\/li><li><span style=\"font-style: inherit; font-weight: inherit;\">Identify patterns and outliers that merit further investigation.<\/span><\/li><li><span style=\"font-style: inherit; font-weight: inherit;\">Summarise three key insights in an Insight One-Pager with supporting charts.<\/span><\/li><\/ul>\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-7cbbc66 elementor-widget elementor-widget-heading\" data-id=\"7cbbc66\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Course Outline<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e70407 elementor-widget elementor-widget-text-editor\" data-id=\"2e70407\" 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>Module 1 \u2014 Reading &amp; Preparing Data<\/strong><br \/>Learn the principles of reading data and performing basic data cleaning before analysis.<\/p><p><strong>Module 2 \u2014 Asking Analytical Questions<\/strong><br \/>Apply the Question\u2013Data\u2013Insight framework and practise analysing sample data.<\/p><p><strong>Module 3 \u2014 Hands-On Business Data Workshop<\/strong><br \/>Work with your department\u2019s data to explore patterns, investigate outliers and identify meaningful insights.<\/p><p><strong>Module 4 \u2014 Insight One-Pager &amp; Presentation<\/strong><br \/>Bring your findings together in a one-page summary containing three key insights and supporting charts, then present your work.<\/p>\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data Insight Discovery Build a practical foundation in reading, preparing and analysing everyday business data. This hands-on course introduces basic data cleaning, the Question\u2013Data\u2013Insight framework, and techniques for identifying patterns and outliers. Learners practise with sample data before applying the approach to their department\u2019s data, bringing their findings together in a concise Insight One-Pager supported [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":2632,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","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":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","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":"set","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":""}},"_zipai_imported":false,"_zipai_import_id":"","footnotes":""},"class_list":["post-2788","page","type-page","status-publish","hentry"],"spectra_blocks_featured_image_url":null,"spectra_blocks_author_info":{"display_name":"skti","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/d19f1cd11f61dda1f5a6bb64202cfeceb9d2ba31d0872c307b67a0d6c2fc09bb?s=96&d=mm&r=g","author_link":"https:\/\/skti.co.th\/site\/author\/skti\/","description":""},"_links":{"self":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2788","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/comments?post=2788"}],"version-history":[{"count":22,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2788\/revisions"}],"predecessor-version":[{"id":3230,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2788\/revisions\/3230"}],"up":[{"embeddable":true,"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/pages\/2632"}],"wp:attachment":[{"href":"https:\/\/skti.co.th\/site\/wp-json\/wp\/v2\/media?parent=2788"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}