{"id":17272,"date":"2025-11-29T02:13:53","date_gmt":"2025-11-28T18:13:53","guid":{"rendered":"https:\/\/fass.nus.edu.sg\/geog\/?page_id=17272"},"modified":"2026-01-05T05:38:23","modified_gmt":"2026-01-04T21:38:23","slug":"cte-pc-gis-spatial-analysis-beta","status":"publish","type":"page","link":"https:\/\/fass.nus.edu.sg\/geog\/cte-pc-gis-spatial-analysis-beta\/","title":{"rendered":"GIS Spatial Analysis"},"content":{"rendered":"\n<h2>\n\t\tGIS Spatial Analysis\n\t<\/h2>\n<h2>\n\t\tCourse ID: TGS-2024043277\n\t<\/h2>\n\t<h3>Date<\/h3><p>15-16 May 2026<\/p>\n\t<h3>Duration<\/h3><p>14 hours<\/p>\n\t<h3>Mode of Delivery<\/h3><p>Face-to-Face<\/p>\n\t<h3>Course Fees<\/h3><p>S$1,700*<\/p>\n\t<p><em>*before GST and available funding, where applicable<\/em><\/p>\n\t<p>GIS stands for Geographic Information Systems. Using computer hardware and GIS software, we can display, query, analyse, and interpret geospatial data in visual ways, revealing patterns and relationships in the geographic world. GIS enables us to understand what has happened, what is happening, and what will happen in geographic space. Geospatial science has become increasingly important in developing solutions to global challenges such as sustainability, food security, healthcare management, and even rapid urbanisation, among others, particularly with advancements in technologies like satellite systems and GPS-enabled devices.<\/p>\n\t\t\t<a href=\"https:\/\/l3ap.nus.edu.sg\/student\/course\/detail\/b070e86e-169b-4075-ac01-da3e255ac52c\/9615dbf1-b22b-458c-845d-0bd6b82b6271\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\tRegister Now\n\t\t\t\t\t<\/a>\n\t\t\t<a href=\"https:\/\/guide.l3ap.nus.edu.sg\/learner\/index.htm\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\tUser Guide for Learners (Individual Applicants\/Non-Company Sponsored)\n\t\t\t\t\t<\/a>\n\t\t\t<a href=\"https:\/\/guide.l3ap.nus.edu.sg\/company\/index.htm\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\tUser Guide for Company \u2028(Company-Sponsored Applicants) \n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<h4 tabindex=\"0\">What You Will Learn<\/h4>\n\t\t\t\t\t<p>This short course covers the following components:<\/p>\n<ol>\n<li>Introduction to Basic Spatial Analysis methods and Spatial Statistics\/Network Analysis\/GeoAI Analysis<\/li>\n<li>Hands-on practicals of Spatial Analysis<\/li>\n<\/ol>\n<p><strong>Objectives<\/strong><br \/>Students will gain knowledge of geospatial data analytics. They will gain skills for analysing location-based data such as point pattern analysis and road network analysis. This course will cover common data analytics knowledge and skills demanded by the geospatial industry. This course will prepare students for learning deeper GIS topics and performing advanced industry-relevant GIS (Geographic Information Systems) tasks such as advanced spatial big data analytics and decision-making.<\/p>\n\t\t\t\t\t\t\t\t\t\t<h4 tabindex=\"0\">Who Will Benefit<\/h4>\n\t\t\t\t\t<ul>\n<li>Executives and professionals without a GIS background in both the private and public sectors<\/li>\n<li>People who aspire to pursue a geospatial career, such as Geospatial Executives, GIS Engineers, GIS Consultants, GIS Mapping Specialists, Geospatial Specialists, and Geospatial Policymakers<\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<h4 tabindex=\"0\">Entry Requirements<\/h4>\n\t\t\t\t\t<p>Diploma or Degree holders of any discipline, at least 1 year of working experience in the related sector is preferred; Candidates with other qualifications and experience may be considered on a case-by-case basis, subject to approval by the Department.<\/p>\n<h2>\n\t\tCourse Fees and Applicable Funding\n\t<\/h2>\n\t<table cellspacing=\"3\">\n<tbody>\n<tr>\n<td><strong>Participant Type<\/strong><\/td>\n<td><strong>Full <\/strong><br \/>\n<strong>Programme Fee<\/strong><\/td>\n<td><strong>SSG Funding<\/strong><\/td>\n<td><strong>Net <\/strong><br \/>\n<strong>Programme Fee<\/strong><\/td>\n<td><strong>9% GST on Nett Programme Fee<\/strong><\/td>\n<td><strong>Total Nett Programme Fee (incl. GST)<\/strong><\/td>\n<td><strong>Less Additional Funding <\/strong><br \/>\n<strong>(if eligible)<\/strong><\/td>\n<td><strong>Total <\/strong><br \/>\n<strong>Fee Payable<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>International Participant<\/strong><\/td>\n<td>$1,700<\/td>\n<td>&#8211;<\/td>\n<td>$1,700<\/td>\n<td>$153<\/td>\n<td>$1,853<\/td>\n<td>&#8211;<\/td>\n<td><strong>$1,853<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Singapore Citizen (39 years old or younger)<\/strong><\/td>\n<td>$1,700<\/td>\n<td>$1,190<\/td>\n<td>$510<\/td>\n<td>$45.90<\/td>\n<td>$555.90<\/td>\n<td>&#8211;<\/td>\n<td><strong>$555.90<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Singapore Citizen (40 years or older &#8211; eligible for <\/strong><br \/>\n<strong>Mid-Career Enhanced Subsidy)<\/strong><\/td>\n<td>$1,700<\/td>\n<td>$1,190<\/td>\n<td>$510<\/td>\n<td>$45.90<\/td>\n<td>$555.90<\/td>\n<td>$340<\/td>\n<td><strong>$215.90<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Singapore Permanent Resident (PR)<\/strong><\/td>\n<td>$1,700<\/td>\n<td>$1,190<\/td>\n<td>$510<\/td>\n<td>$45.90<\/td>\n<td>$555.90<\/td>\n<td>&#8211;<\/td>\n<td><strong>$555.90<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>Enhanced <\/strong><br \/>\n<strong>Training Support for SMEs (ETSS)<\/strong><\/td>\n<td>$1,700<\/td>\n<td>$1,190<\/td>\n<td>$510<\/td>\n<td>$45.90<\/td>\n<td>$555.90<\/td>\n<td>$340<\/td>\n<td><strong>$215.90<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\t*Learners must pass all assessment components to be eligible for SSG funding.<br \/>\nPlease note that all external funding for courses is limited in duration and subject to availability.\n\t\t\t\t\t<ul id=\"menu-cte-side-navi\"><li id=\"menu-item-17502\"><a href=\"https:\/\/fass.nus.edu.sg\/geog\/cte-pc-intro-gis-beta\/\">Introduction to GIS Basics and Data Visualization<\/a><\/li>\n<li id=\"menu-item-17500\"><a href=\"https:\/\/fass.nus.edu.sg\/geog\/cte-pc-gis-data-beta\/\">GIS Data Processing and Management<\/a><\/li>\n<li id=\"menu-item-17501\"><a href=\"https:\/\/fass.nus.edu.sg\/geog\/cte-pc-gis-spatial-analysis-beta\/\">GIS Spatial Analysis<\/a><\/li>\n<\/ul>\t\n\t\n","protected":false},"excerpt":{"rendered":"<p>GIS Spatial Analysis Course ID: TGS-2024043277 Date 15-16 May 2026 Duration 14 hours Mode of Delivery Face-to-Face Course Fees S$1,700* *before GST and available funding, where applicable GIS stands for Geographic Information Systems. Using computer hardware and GIS software, we can display, query, analyse, and interpret geospatial data in visual ways, revealing patterns and relationships [&hellip;]<\/p>\n","protected":false},"author":340,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","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":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","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":""}},"footnotes":""},"class_list":["post-17272","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/pages\/17272","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/users\/340"}],"replies":[{"embeddable":true,"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/comments?post=17272"}],"version-history":[{"count":4,"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/pages\/17272\/revisions"}],"predecessor-version":[{"id":17859,"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/pages\/17272\/revisions\/17859"}],"wp:attachment":[{"href":"https:\/\/fass.nus.edu.sg\/geog\/wp-json\/wp\/v2\/media?parent=17272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}