{"id":7209,"date":"2026-08-10T09:41:43","date_gmt":"2026-08-10T09:41:43","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-advanced-data-science-techniques-in-spss-2020-12\/"},"modified":"2026-08-10T09:41:43","modified_gmt":"2026-08-10T09:41:43","slug":"udemy-advanced-data-science-techniques-in-spss-2020-12","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-advanced-data-science-techniques-in-spss-2020-12\/","title":{"rendered":"Udemy \u2013 Advanced Data Science Techniques in SPSS 2020-12"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"7:1-7:297\"><span style=\"vertical-align: inherit\">Advanced Data Science Techniques in SPSS course. Within days you can master some of the most complex data analysis techniques available in SPSS software. Even if you are not a professional mathematician or statistician, you will understand these techniques well and be able to apply them in practical and real situations. Let\u2019s see what you will learn:<\/span><\/p>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-18:0\">\n<li data-sourcepos=\"11:1-11:246\"><span style=\"vertical-align: inherit\">Stepwise regression<\/span><\/li>\n<li data-sourcepos=\"12:1-12:115\"><span style=\"vertical-align: inherit\">Non-linear regression<\/span><\/li>\n<li data-sourcepos=\"13:1-13:195\"><span style=\"vertical-align: inherit\">K nearest neighbor<\/span><\/li>\n<li data-sourcepos=\"14:1-14:251\"><span style=\"vertical-align: inherit\">Decision trees<\/span><\/li>\n<li data-sourcepos=\"15:1-15:263\"><span style=\"vertical-align: inherit\">Neural networks<\/span><\/li>\n<li data-sourcepos=\"16:1-16:262\"><span style=\"vertical-align: inherit\">Two-stage cluster analysis<\/span><\/li>\n<li data-sourcepos=\"17:1-18:0\"><span style=\"vertical-align: inherit\">Survival analysis<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:39\"><span style=\"vertical-align: inherit\">What you will learn in this course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-23:0\">\n<li data-sourcepos=\"11:1-11:73\"><span style=\"vertical-align: inherit\">Perform advanced linear regression using predictive selection techniques<\/span><\/li>\n<li data-sourcepos=\"12:1-12:35\"><span style=\"vertical-align: inherit\">Perform any type of non-linear regression analysis<\/span><\/li>\n<li data-sourcepos=\"13:1-13:56\"><span style=\"vertical-align: inherit\">Prediction using the k nearest neighbor (KNN) technique.<\/span><\/li>\n<li data-sourcepos=\"14:1-14:87\"><span style=\"vertical-align: inherit\">Using binary trees (CART) for prediction (both regression and classification trees)<\/span><\/li>\n<li data-sourcepos=\"15:1-15:92\"><span style=\"vertical-align: inherit\">Using non-binary (CHAID) trees for prediction (both regression and classification trees)<\/span><\/li>\n<li data-sourcepos=\"16:1-16:41\"><span style=\"vertical-align: inherit\">Construction and training of a multilayer perceptron (MLP)<\/span><\/li>\n<li data-sourcepos=\"17:1-17:44\"><span style=\"vertical-align: inherit\">Construction and training of a radial basis neural network (RBF)<\/span><\/li>\n<li data-sourcepos=\"18:1-18:31\"><span style=\"vertical-align: inherit\">Perform two-way clustering analysis<\/span><\/li>\n<li data-sourcepos=\"19:1-19:47\"><span style=\"vertical-align: inherit\">Carrying out survival analysis using the Kaplan-Meier method<\/span><\/li>\n<li data-sourcepos=\"20:1-20:44\"><span style=\"vertical-align: inherit\">Performing survival analysis using Cox regression<\/span><\/li>\n<li data-sourcepos=\"21:1-21:120\"><span style=\"vertical-align: inherit\">Validation of prediction techniques (KNN, trees, neural networks) using validation set and cross-validation approach<\/span><\/li>\n<li data-sourcepos=\"22:1-23:0\"><span style=\"vertical-align: inherit\">Save a predictive analytics model and use it to predict future new data<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"24:1-24:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"26:1-32:0\">\n<li data-sourcepos=\"26:1-26:11\"><span style=\"vertical-align: inherit\">Students<\/span><\/li>\n<li data-sourcepos=\"27:1-27:17\"><span style=\"vertical-align: inherit\">Doctoral students<\/span><\/li>\n<li data-sourcepos=\"28:1-28:20\"><span style=\"vertical-align: inherit\">Academic researchers<\/span><\/li>\n<li data-sourcepos=\"29:1-29:20\"><span style=\"vertical-align: inherit\">Business researchers<\/span><\/li>\n<li data-sourcepos=\"30:1-30:16\"><span style=\"vertical-align: inherit\">University professors<\/span><\/li>\n<li data-sourcepos=\"31:1-32:0\"><span style=\"vertical-align: inherit\">Anyone interested in data analytics and data science<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Advanced Data Science Techniques in SPSS course specifications<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/advanced-data-science-techniques-in-spss\/?couponCode=BFCPSALE24\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer:&nbsp; <\/span><a class=\"ud-btn ud-btn-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/bogdan-anastasiei\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Bogdan Anastasiei<\/span><\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 6 hours and 41 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 87<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"33:1-33:56\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-946315 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/11\/Advanced-Data-Science-Techniques-in-SPSS-1.jpg\" alt=\"Advanced Data Science Techniques in SPSS\" width=\"885\" height=\"983\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Advanced Data Science Techniques in SPSS course prerequisites<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">SPSS program installed (version 21+)<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic SPSS knowledge<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic or intermediate statistics knowledge<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"33:1-33:56\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-946316 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/11\/Advanced-Data-Science-Techniques-in-SPSS.jpg\" alt=\"Advanced Data Science Techniques in SPSS\" width=\"886\" height=\"369\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample video of the course<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-147097-1\"><video class=\"wp-video-shortcode\" id=\"video-147097-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Data_Science_Techniques_in_SPSS_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Data_Science_Techniques_in_SPSS_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Data_Science_Techniques_in_SPSS_Downloadly.ir.mp4?nocache=1786109169897\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Data_Science_Techniques_in_SPSS_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span style=\"vertical-align: inherit\">Installation guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite Player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitle: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Advanced_Data_Science_Techniques_in_SPSS_2020-12_Downloadly.ir.rar?nocache=1786109168\"><span style=\"vertical-align: inherit\">Download file \u2013 831 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">831 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Advanced Data Science Techniques in SPSS course. Within days you can master some of the most complex data analysis techniques available in SPSS soft<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[42748,66464,66465,66466,66467,66468],"class_list":["post-7209","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-bogdan-anastasiei","dgi_tag-course-advanced-data-science-techniques-in-spss","dgi_tag-download-advanced-data-science-techniques-in-spss","dgi_tag-download-course-advanced-data-science-techniques-in-spss","dgi_tag-free-advanced-data-science-techniques-in-spss","dgi_tag-free-download-advanced-data-science-techniques-in-spss"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7209","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7209\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=7209"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=7209"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=7209"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}