{"id":19847,"date":"2024-01-29T15:13:39","date_gmt":"2024-01-29T15:13:39","guid":{"rendered":"https:\/\/www.successfutureacademy.com\/?post_type=lp_course&#038;p=19847"},"modified":"2025-04-17T11:32:47","modified_gmt":"2025-04-17T11:32:47","slug":"certificate-in-data-collection-and-analysis","status":"publish","type":"lp_course","link":"https:\/\/avanta-acad.edu.sg\/funding\/courses\/certificate-in-data-collection-and-analysis\/","title":{"rendered":"Certificate in Data Collection and Analysis"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"19847\" class=\"elementor elementor-19847\" data-elementor-post-type=\"lp_course\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2cfc2be e-flex e-con-boxed e-con e-parent\" data-id=\"2cfc2be\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e89f25c e-flex e-con-boxed e-con e-child\" data-id=\"e89f25c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87bc8c9 elementor-widget elementor-widget-edublink-tabs\" data-id=\"87bc8c9\" data-element_type=\"widget\" data-widget_type=\"edublink-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"eb-tabs-wrapper eb-tabs-style-2\"><ul class=\"eb-tabs-title-wrapper\"><li class=\"eb-tab-title\"><span class=\"eb-tab-title-heading\">Entry Requirement <\/span><\/li><li class=\"eb-tab-title\"><span class=\"eb-tab-title-heading\">Company Sponsored<\/span><\/li><li class=\"eb-tab-title\"><span class=\"eb-tab-title-heading\">Self Sponsored<\/span><\/li><\/ul><div class=\"eb-tabs-content-wrapper\"><div class=\"eb-tab-content edublink-fade\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"23880\" class=\"elementor elementor-23880\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-c6bc232 e-flex e-con-boxed e-con e-parent\" data-id=\"c6bc232\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-55e160a e-flex e-con-boxed e-con e-child\" data-id=\"55e160a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-540e3d8 e-flex e-con-boxed e-con e-child\" data-id=\"540e3d8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-52a37ca e-con-full e-flex e-con e-child\" data-id=\"52a37ca\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d0e0b9a elementor-widget elementor-widget-heading\" data-id=\"d0e0b9a\" data-element_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\">Course Fees<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bab30e7 elementor-widget elementor-widget-text-editor\" data-id=\"bab30e7\" data-element_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$780.44 w\/GST (Before funding*)\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-77fc643 e-con-full elementor-hidden-mobile_extra elementor-hidden-mobile e-flex e-con e-child\" data-id=\"77fc643\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9c610c elementor-widget elementor-widget-heading\" data-id=\"a9c610c\" data-element_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\">Description<\/h2>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fa4f124 e-flex e-con-boxed e-con e-parent\" data-id=\"fa4f124\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5cb5a79 e-flex e-con-boxed e-con e-child\" data-id=\"5cb5a79\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e9dd13b e-flex e-con-boxed e-con e-child\" data-id=\"e9dd13b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b8c6741 e-con-full e-flex e-con e-child\" data-id=\"b8c6741\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8533b7a elementor-widget elementor-widget-heading\" data-id=\"8533b7a\" data-element_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\">TPGateway Course Code<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd8d3a elementor-widget elementor-widget-image\" data-id=\"edd8d3a\" data-element_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=\"640\" height=\"640\" src=\"https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-1024x1024.png\" class=\"attachment-large size-large wp-image-23882\" alt=\"\" srcset=\"https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-1024x1024.png 1024w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-300x300.png 300w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-150x150.png 150w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-768x768.png 768w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-750x750.png 750w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-600x600.png 600w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-100x100.png 100w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection.png 1113w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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 class=\"elementor-element elementor-element-9d512de elementor-widget elementor-widget-text-editor\" data-id=\"9d512de\" data-element_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>TGS-2024042144<\/p><p>Claim your SFC <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.myskillsfuture.gov.sg\/content\/portal\/en\/training-exchange\/course-directory\/course-detail.html?courseReferenceNumber=TGS-2024042144\" target=\"_blank\" rel=\"noopener\">here<\/a><\/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-1bef9ad elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1bef9ad\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-37063f6 elementor-widget elementor-widget-heading\" data-id=\"37063f6\" data-element_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\">Funding <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54aa50f elementor-widget elementor-widget-text-editor\" data-id=\"54aa50f\" data-element_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\tSFC : Available for all Singaporeans above 25\nyears.\n<br>UTAP : Available for all NTUC Members\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-4715284 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4715284\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-4f269cb elementor-widget elementor-widget-heading\" data-id=\"4f269cb\" data-element_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\">Format<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f08462 elementor-widget elementor-widget-text-editor\" data-id=\"1f08462\" data-element_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\tVirtual Instructor Led Training (VILT)\n<br>VILT takes the fundamentals of face-to-face (F2F) training and replicates the experience online and live.\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-039480a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"039480a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-ff35adc elementor-widget elementor-widget-heading\" data-id=\"ff35adc\" data-element_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\">Duration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df00f24 elementor-widget elementor-widget-text-editor\" data-id=\"df00f24\" data-element_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>2 days or 16 hours<\/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-585ebef elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"585ebef\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-35500b6 elementor-widget elementor-widget-heading\" data-id=\"35500b6\" data-element_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\">Prerequisites <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-147030f elementor-widget elementor-widget-text-editor\" data-id=\"147030f\" data-element_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<ul><li>Basic Computer Literacy<\/li><li>Familiarity with Spreadsheet Software<\/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-11ba1a6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"11ba1a6\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-8b88351 elementor-widget elementor-widget-heading\" data-id=\"8b88351\" data-element_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\">Certification<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22d0d97 elementor-widget elementor-widget-text-editor\" data-id=\"22d0d97\" data-element_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>On successful completion of the course, you will receive a Certificate of Course Competition Certificate from\u00a0 <strong>T\u00dcV NORD<\/strong>.<\/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-437b77d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"437b77d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-2be29c9 elementor-widget elementor-widget-heading\" data-id=\"2be29c9\" data-element_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\">Who should attend this course?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2edbd6d elementor-widget elementor-widget-text-editor\" data-id=\"2edbd6d\" data-element_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<ul><li>Aspiring Data Analysts<\/li><li>Research Professionals<\/li><li>BusinessProfessionals<\/li><li>Marketing Specialists<\/li><li>Healthcare Professionals<\/li><li>Public Sector Employees<\/li><li>IT and Tech Enthusiasts<\/li><li>Educators and Trainers<\/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-d5f74c4 elementor-hidden-desktop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d5f74c4\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\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-844a10f e-con-full e-flex e-con e-child\" data-id=\"844a10f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d6f4ad elementor-hidden-desktop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"3d6f4ad\" data-element_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\">Description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b193481 elementor-widget elementor-widget-text-editor\" data-id=\"b193481\" data-element_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>Unlock the secrets of effective data collection and analysis with ourcomprehensive course! Designed to walk you through the intricate process ofgathering high-quality data, this journey ensures you&#8217;re equipped to makeinformed decisions and advance yourresearch. Dive into a variety of collectionmethods, from surveys to interviews and observation, and gain mastery overdata quality, sampling techniques, and data mining processes. Elevate your skillsand transform data into powerful insights with us<\/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-9691a3f elementor-widget elementor-widget-heading\" data-id=\"9691a3f\" data-element_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\">Module 1: Data Collection and Quality Framework<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b62450 elementor-widget elementor-widget-text-editor\" data-id=\"2b62450\" data-element_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>This module provides a general framework that allows participants not onlyunderstand each step required for a successful data collection and analysis,but also help to identify errors associated with different data sources.Participants will learn some metrics to quantify each potential error and candescribe the quality of a data source.<\/p><ul><li>Research Designs and Data Sources<\/li><li>Measurements and Analysis Plan<\/li><li>Quality of Data<\/li><li>Survey Life Cycle<\/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-8e6c7ff elementor-widget elementor-widget-heading\" data-id=\"8e6c7ff\" data-element_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\">Module 2:\nModes of Data Collection<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f425a74 elementor-widget elementor-widget-text-editor\" data-id=\"f425a74\" data-element_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>The module reviews a range of survey data collection methods that are bothinterview-based (face-to-face and telephone) and self-administered (paperquestionnaires that are mailed and those that are implemented online, i.e., asweb surveys). Mixed mode designs are also covered as well as several hybridmodes for collecting sensitive information.<\/p><ul><li>Classic Modes of Survey Data Collection<\/li><li>Interviewers and Interviewing<\/li><li>Emerging Modes, new Data Sources<\/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-d4b58a8 elementor-widget elementor-widget-heading\" data-id=\"d4b58a8\" data-element_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\">Module 3: Qualitative Data Collection Methods<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37fcae2 elementor-widget elementor-widget-text-editor\" data-id=\"37fcae2\" data-element_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>This module presents a detailed overview of qualitative methods of datacollection, including observation, interviews, and focus group discussions. Wewill start with an in-depth overview of each method, explore how to plan fordata collection, including developing data collection guides, and discusstechniques for managing data collection.<\/p><ul><li>Observation Techniques<\/li><li>Interviews Designs<\/li><li>Focus Room Discussions<\/li><li>Transcription<\/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-62c38b0 elementor-widget elementor-widget-heading\" data-id=\"62c38b0\" data-element_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\">Module 4: Sampling and Handling Missing Data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ef4997 elementor-widget elementor-widget-text-editor\" data-id=\"7ef4997\" data-element_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>This module covers the steps used in weighting sample surveys, includingmethods for adjusting for nonresponse. Alternative techniques for imputingvalues for missing items will be discussed.<\/p><ul><li>Sampling as a Research Tool<\/li><li>Randomization<\/li><li>General Steps in Weighting<\/li><li>Imputing for Missing Items<\/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-d04e228 elementor-widget elementor-widget-heading\" data-id=\"d04e228\" data-element_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\">Module 5: Data Mining and Analysis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f3d250 elementor-widget elementor-widget-text-editor\" data-id=\"1f3d250\" data-element_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>In this module participants will learn how data mining can potentially finduseful patterns from huge data sets. The insights derived from Data Mining areused for marketing, fraud detection, scientific discovery, etc.<\/p><ul><li>Data Mining Implementation Process<\/li><li>Data Preparation and Transformation<\/li><li>Data Modelling and Evaluation<\/li><li>Data Mining Process<\/li><li>Data Mining Techniques<\/li><li>Applications of Data Mining<\/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-64ff03a elementor-widget elementor-widget-heading\" data-id=\"64ff03a\" data-element_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\">Module 6: Data Mining and Business Intelligence Tools<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0542564 elementor-widget elementor-widget-text-editor\" data-id=\"0542564\" data-element_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>Based on the nature of data, there is a need for business to decide which toolis suitable to handle the data. In this module participants will learn what alltools are available in the market.<\/p><ul><li>Introduction to Data Mining Tools<\/li><li>Business Intelligence Tools<\/li><li>Gartner Analysis Report<\/li><li>Comparison among BI Tools<\/li><\/ul>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-17f9fb9 e-flex e-con-boxed e-con e-parent\" data-id=\"17f9fb9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d2acd3f e-flex e-con-boxed e-con e-child\" data-id=\"d2acd3f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-182b7be e-flex e-con-boxed e-con e-child\" data-id=\"182b7be\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e548165 elementor-widget elementor-widget-heading\" data-id=\"e548165\" data-element_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\">Why Choose Avanta Academy?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db70304 elementor-widget elementor-widget-text-editor\" data-id=\"db70304\" data-element_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>Avanta Academy, a member of the T\u00dcV Nord Group in Germany,offers a practical and interactive approach to learning Excel for dataanalytics. Our experienced instructors provide hands-on training, ensuring that participants not only understand theoretical aspects but alsoacquire practical skills applicable in their professional life<\/p>\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\t\t<\/div>\n\t\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<\/div><div class=\"eb-tab-content edublink-fade\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"23885\" class=\"elementor elementor-23885\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-1880829 e-flex e-con-boxed e-con e-parent\" data-id=\"1880829\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ae734a4 elementor-widget elementor-widget-heading\" data-id=\"ae734a4\" data-element_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\">Company Sponsored<\/h2>\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<div class=\"elementor-element elementor-element-f407b56 e-flex e-con-boxed e-con e-parent\" data-id=\"f407b56\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8ce609 elementor-widget elementor-widget-text-editor\" data-id=\"d8ce609\" data-element_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>Important Note:<\/strong><br \/>1. [Company Sponsored]: Company shall ensure there is employer-employee relationship and CPF contribution for employer-sponsored trainees. Should SDF grant disbursement be rejected due to wrong company \/ UEN provided to Avanta, the company shall be liable to pay the full course fees with out grant.<br \/>2. Registration is valid only if, each participant Mobile Number &amp; Email address is provided (Shouldn&#8217;t provide same contact details of Person in charge)<\/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-720809b elementor-button-align-stretch elementor-widget elementor-widget-form\" data-id=\"720809b\" data-element_type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"New Form\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"23885\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"720809b\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Avanta Academy\" \/>\n\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tContact person\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_af2671e elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_af2671e\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tCompany\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_af2671e]\" id=\"form-field-field_af2671e\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_17edf64 elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_17edf64\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tCompany UEN \/ Registration no\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_17edf64]\" id=\"form-field-field_17edf64\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-select elementor-field-group elementor-column elementor-field-group-field_c6c810f elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_c6c810f\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tIndustry Type \t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field elementor-select-wrapper remove-before \">\n\t\t\t<div class=\"select-caret-down-wrapper\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-caret-down\" viewBox=\"0 0 571.4 571.4\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M571 393Q571 407 561 418L311 668Q300 679 286 679T261 668L11 418Q0 407 0 393T11 368 36 357H536Q550 357 561 368T571 393Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t<select name=\"form_fields[field_c6c810f]\" id=\"form-field-field_c6c810f\" class=\"elementor-field-textual elementor-size-sm\" required=\"required\">\n\t\t\t\t\t\t\t\t\t<option value=\"Select Industry Type\">Select Industry Type<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"CMP[Construction, Marine, Process Plant)\">CMP[Construction, Marine, Process Plant)<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"Non-CMP (Others)\">Non-CMP (Others)<\/option>\n\t\t\t\t\t\t\t<\/select>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-select elementor-field-group elementor-column elementor-field-group-field_d143a38 elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_d143a38\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tSelect Company SME\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field elementor-select-wrapper remove-before \">\n\t\t\t<div class=\"select-caret-down-wrapper\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-caret-down\" viewBox=\"0 0 571.4 571.4\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M571 393Q571 407 561 418L311 668Q300 679 286 679T261 668L11 418Q0 407 0 393T11 368 36 357H536Q550 357 561 368T571 393Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t<select name=\"form_fields[field_d143a38]\" id=\"form-field-field_d143a38\" class=\"elementor-field-textual elementor-size-sm\" required=\"required\">\n\t\t\t\t\t\t\t\t\t<option value=\"Yes\">Yes<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"No\">No<\/option>\n\t\t\t\t\t\t\t<\/select>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_3f0884a elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_3f0884a\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tAddress\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_3f0884a]\" id=\"form-field-field_3f0884a\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_62e2bc4 elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_62e2bc4\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tTelephone\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_62e2bc4]\" id=\"form-field-field_62e2bc4\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_9c5676e elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_9c5676e\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tFax\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_9c5676e]\" id=\"form-field-field_9c5676e\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-email elementor-field-group elementor-column elementor-field-group-email elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEmail\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-select elementor-field-group elementor-column elementor-field-group-field_08f0d35 elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_08f0d35\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNumber of participants (up to 10 pax allowed)*:\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field elementor-select-wrapper remove-before \">\n\t\t\t<div class=\"select-caret-down-wrapper\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-caret-down\" viewBox=\"0 0 571.4 571.4\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M571 393Q571 407 561 418L311 668Q300 679 286 679T261 668L11 418Q0 407 0 393T11 368 36 357H536Q550 357 561 368T571 393Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t\t<select name=\"form_fields[field_08f0d35]\" id=\"form-field-field_08f0d35\" class=\"elementor-field-textual elementor-size-sm\" required=\"required\">\n\t\t\t\t\t\t\t\t\t<option value=\"1\">1<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"2\">2<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"3\">3<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"4\">4<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"5\">5<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"6\">6<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"7\">7<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"8\">8<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"9\">9<\/option>\n\t\t\t\t\t\t\t\t\t<option value=\"10\">10<\/option>\n\t\t\t\t\t\t\t<\/select>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-message elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-message\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tRemark\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-sm\" name=\"form_fields[message]\" id=\"form-field-message\" rows=\"4\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-html elementor-field-group elementor-column elementor-field-group-field_f54f59c elementor-col-100\">\n\t\t\t\t\t <p style=\"color:Black;font-size:28px;font-family: poppin ; font-weight; bold\">\n   Self Sponsored\n    <\/p>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_513989a elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_513989a\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tFull Name\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_513989a]\" id=\"form-field-field_513989a\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_323b6e2 elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_323b6e2\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNRIC\/FIN\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_323b6e2]\" id=\"form-field-field_323b6e2\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_4a41c32 elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_4a41c32\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tDate of Birth\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_4a41c32]\" id=\"form-field-field_4a41c32\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_d740d8d elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_d740d8d\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tNationality\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_d740d8d]\" id=\"form-field-field_d740d8d\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_9ef0ae0 elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_9ef0ae0\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tAddress\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_9ef0ae0]\" id=\"form-field-field_9ef0ae0\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_e000c75 elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_e000c75\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEducation Qualification\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_e000c75]\" id=\"form-field-field_e000c75\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_80b7241 elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_80b7241\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tMobile (Please provide participant mobile)\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_80b7241]\" id=\"form-field-field_80b7241\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_453567b elementor-col-50 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_453567b\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEmail (Please provide participant email)\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_453567b]\" id=\"form-field-field_453567b\" class=\"elementor-field elementor-size-sm  elementor-field-textual\" required=\"required\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_5f203d3 elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_5f203d3\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tRace\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_5f203d3]\" id=\"form-field-field_5f203d3\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_acdbfb6 elementor-col-50\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_acdbfb6\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tResidential Status\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_acdbfb6]\" id=\"form-field-field_acdbfb6\" class=\"elementor-field elementor-size-sm  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-group elementor-column elementor-field-type-submit elementor-col-100 e-form__buttons\">\n\t\t\t\t\t<button class=\"elementor-button elementor-size-sm\" type=\"submit\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">ENQUIRY NOW!<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/form>\n\t\t\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<\/div><div class=\"eb-tab-content edublink-fade\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"23880\" class=\"elementor elementor-23880\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-c6bc232 e-flex e-con-boxed e-con e-parent\" data-id=\"c6bc232\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-55e160a e-flex e-con-boxed e-con e-child\" data-id=\"55e160a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-540e3d8 e-flex e-con-boxed e-con e-child\" data-id=\"540e3d8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-52a37ca e-con-full e-flex e-con e-child\" data-id=\"52a37ca\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d0e0b9a elementor-widget elementor-widget-heading\" data-id=\"d0e0b9a\" data-element_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\">Course Fees<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bab30e7 elementor-widget elementor-widget-text-editor\" data-id=\"bab30e7\" data-element_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$780.44 w\/GST (Before funding*)\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-77fc643 e-con-full elementor-hidden-mobile_extra elementor-hidden-mobile e-flex e-con e-child\" data-id=\"77fc643\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9c610c elementor-widget elementor-widget-heading\" data-id=\"a9c610c\" data-element_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\">Description<\/h2>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fa4f124 e-flex e-con-boxed e-con e-parent\" data-id=\"fa4f124\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5cb5a79 e-flex e-con-boxed e-con e-child\" data-id=\"5cb5a79\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e9dd13b e-flex e-con-boxed e-con e-child\" data-id=\"e9dd13b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b8c6741 e-con-full e-flex e-con e-child\" data-id=\"b8c6741\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8533b7a elementor-widget elementor-widget-heading\" data-id=\"8533b7a\" data-element_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\">TPGateway Course Code<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd8d3a elementor-widget elementor-widget-image\" data-id=\"edd8d3a\" data-element_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=\"640\" height=\"640\" src=\"https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-1024x1024.png\" class=\"attachment-large size-large wp-image-23882\" alt=\"\" srcset=\"https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-1024x1024.png 1024w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-300x300.png 300w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-150x150.png 150w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-768x768.png 768w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-750x750.png 750w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-600x600.png 600w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection-100x100.png 100w, https:\/\/avanta-acad.edu.sg\/funding\/wp-content\/uploads\/2024\/02\/SFC-Data-collection.png 1113w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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 class=\"elementor-element elementor-element-9d512de elementor-widget elementor-widget-text-editor\" data-id=\"9d512de\" data-element_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>TGS-2024042144<\/p><p>Claim your SFC <span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.myskillsfuture.gov.sg\/content\/portal\/en\/training-exchange\/course-directory\/course-detail.html?courseReferenceNumber=TGS-2024042144\" target=\"_blank\" rel=\"noopener\">here<\/a><\/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-1bef9ad elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1bef9ad\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-37063f6 elementor-widget elementor-widget-heading\" data-id=\"37063f6\" data-element_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\">Funding <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54aa50f elementor-widget elementor-widget-text-editor\" data-id=\"54aa50f\" data-element_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\tSFC : Available for all Singaporeans above 25\nyears.\n<br>UTAP : Available for all NTUC Members\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-4715284 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4715284\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-4f269cb elementor-widget elementor-widget-heading\" data-id=\"4f269cb\" data-element_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\">Format<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f08462 elementor-widget elementor-widget-text-editor\" data-id=\"1f08462\" data-element_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\tVirtual Instructor Led Training (VILT)\n<br>VILT takes the fundamentals of face-to-face (F2F) training and replicates the experience online and live.\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-039480a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"039480a\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-ff35adc elementor-widget elementor-widget-heading\" data-id=\"ff35adc\" data-element_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\">Duration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df00f24 elementor-widget elementor-widget-text-editor\" data-id=\"df00f24\" data-element_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>2 days or 16 hours<\/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-585ebef elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"585ebef\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-35500b6 elementor-widget elementor-widget-heading\" data-id=\"35500b6\" data-element_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\">Prerequisites <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-147030f elementor-widget elementor-widget-text-editor\" data-id=\"147030f\" data-element_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<ul><li>Basic Computer Literacy<\/li><li>Familiarity with Spreadsheet Software<\/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-11ba1a6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"11ba1a6\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-8b88351 elementor-widget elementor-widget-heading\" data-id=\"8b88351\" data-element_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\">Certification<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22d0d97 elementor-widget elementor-widget-text-editor\" data-id=\"22d0d97\" data-element_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>On successful completion of the course, you will receive a Certificate of Course Competition Certificate from\u00a0 <strong>T\u00dcV NORD<\/strong>.<\/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-437b77d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"437b77d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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-2be29c9 elementor-widget elementor-widget-heading\" data-id=\"2be29c9\" data-element_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\">Who should attend this course?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2edbd6d elementor-widget elementor-widget-text-editor\" data-id=\"2edbd6d\" data-element_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<ul><li>Aspiring Data Analysts<\/li><li>Research Professionals<\/li><li>BusinessProfessionals<\/li><li>Marketing Specialists<\/li><li>Healthcare Professionals<\/li><li>Public Sector Employees<\/li><li>IT and Tech Enthusiasts<\/li><li>Educators and Trainers<\/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-d5f74c4 elementor-hidden-desktop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d5f74c4\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\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-844a10f e-con-full e-flex e-con e-child\" data-id=\"844a10f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d6f4ad elementor-hidden-desktop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"3d6f4ad\" data-element_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\">Description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b193481 elementor-widget elementor-widget-text-editor\" data-id=\"b193481\" data-element_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>Unlock the secrets of effective data collection and analysis with ourcomprehensive course! Designed to walk you through the intricate process ofgathering high-quality data, this journey ensures you&#8217;re equipped to makeinformed decisions and advance yourresearch. Dive into a variety of collectionmethods, from surveys to interviews and observation, and gain mastery overdata quality, sampling techniques, and data mining processes. Elevate your skillsand transform data into powerful insights with us<\/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-9691a3f elementor-widget elementor-widget-heading\" data-id=\"9691a3f\" data-element_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\">Module 1: Data Collection and Quality Framework<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b62450 elementor-widget elementor-widget-text-editor\" data-id=\"2b62450\" data-element_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>This module provides a general framework that allows participants not onlyunderstand each step required for a successful data collection and analysis,but also help to identify errors associated with different data sources.Participants will learn some metrics to quantify each potential error and candescribe the quality of a data source.<\/p><ul><li>Research Designs and Data Sources<\/li><li>Measurements and Analysis Plan<\/li><li>Quality of Data<\/li><li>Survey Life Cycle<\/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-8e6c7ff elementor-widget elementor-widget-heading\" data-id=\"8e6c7ff\" data-element_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\">Module 2:\nModes of Data Collection<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f425a74 elementor-widget elementor-widget-text-editor\" data-id=\"f425a74\" data-element_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>The module reviews a range of survey data collection methods that are bothinterview-based (face-to-face and telephone) and self-administered (paperquestionnaires that are mailed and those that are implemented online, i.e., asweb surveys). Mixed mode designs are also covered as well as several hybridmodes for collecting sensitive information.<\/p><ul><li>Classic Modes of Survey Data Collection<\/li><li>Interviewers and Interviewing<\/li><li>Emerging Modes, new Data Sources<\/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-d4b58a8 elementor-widget elementor-widget-heading\" data-id=\"d4b58a8\" data-element_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\">Module 3: Qualitative Data Collection Methods<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37fcae2 elementor-widget elementor-widget-text-editor\" data-id=\"37fcae2\" data-element_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>This module presents a detailed overview of qualitative methods of datacollection, including observation, interviews, and focus group discussions. Wewill start with an in-depth overview of each method, explore how to plan fordata collection, including developing data collection guides, and discusstechniques for managing data collection.<\/p><ul><li>Observation Techniques<\/li><li>Interviews Designs<\/li><li>Focus Room Discussions<\/li><li>Transcription<\/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-62c38b0 elementor-widget elementor-widget-heading\" data-id=\"62c38b0\" data-element_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\">Module 4: Sampling and Handling Missing Data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ef4997 elementor-widget elementor-widget-text-editor\" data-id=\"7ef4997\" data-element_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>This module covers the steps used in weighting sample surveys, includingmethods for adjusting for nonresponse. Alternative techniques for imputingvalues for missing items will be discussed.<\/p><ul><li>Sampling as a Research Tool<\/li><li>Randomization<\/li><li>General Steps in Weighting<\/li><li>Imputing for Missing Items<\/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-d04e228 elementor-widget elementor-widget-heading\" data-id=\"d04e228\" data-element_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\">Module 5: Data Mining and Analysis<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f3d250 elementor-widget elementor-widget-text-editor\" data-id=\"1f3d250\" data-element_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>In this module participants will learn how data mining can potentially finduseful patterns from huge data sets. The insights derived from Data Mining areused for marketing, fraud detection, scientific discovery, etc.<\/p><ul><li>Data Mining Implementation Process<\/li><li>Data Preparation and Transformation<\/li><li>Data Modelling and Evaluation<\/li><li>Data Mining Process<\/li><li>Data Mining Techniques<\/li><li>Applications of Data Mining<\/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-64ff03a elementor-widget elementor-widget-heading\" data-id=\"64ff03a\" data-element_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\">Module 6: Data Mining and Business Intelligence Tools<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0542564 elementor-widget elementor-widget-text-editor\" data-id=\"0542564\" data-element_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>Based on the nature of data, there is a need for business to decide which toolis suitable to handle the data. In this module participants will learn what alltools are available in the market.<\/p><ul><li>Introduction to Data Mining Tools<\/li><li>Business Intelligence Tools<\/li><li>Gartner Analysis Report<\/li><li>Comparison among BI Tools<\/li><\/ul>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-17f9fb9 e-flex e-con-boxed e-con e-parent\" data-id=\"17f9fb9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d2acd3f e-flex e-con-boxed e-con e-child\" data-id=\"d2acd3f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-182b7be e-flex e-con-boxed e-con e-child\" data-id=\"182b7be\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e548165 elementor-widget elementor-widget-heading\" data-id=\"e548165\" data-element_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\">Why Choose Avanta Academy?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db70304 elementor-widget elementor-widget-text-editor\" data-id=\"db70304\" data-element_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>Avanta Academy, a member of the T\u00dcV Nord Group in Germany,offers a practical and interactive approach to learning Excel for dataanalytics. Our experienced instructors provide hands-on training, ensuring that participants not only understand theoretical aspects but alsoacquire practical skills applicable in their professional life<\/p>\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\t\t<\/div>\n\t\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<\/div><\/div><\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Claim with UTAP &#038; SFC !<\/p>\n","protected":false},"featured_media":20862,"comment_status":"closed","ping_status":"closed","template":"","course_category":[51],"course_tag":[36],"class_list":["post-19847","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-tech","course_tag-development","course"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Certificate in Data Collection and Analysis - 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