{"id":15,"date":"2026-04-04T15:40:52","date_gmt":"2026-04-04T15:40:52","guid":{"rendered":"https:\/\/shiny-academy.com\/machine\/index.php\/home\/"},"modified":"2026-04-18T16:41:55","modified_gmt":"2026-04-18T16:41:55","slug":"home","status":"publish","type":"page","link":"https:\/\/shiny-academy.com\/machine\/","title":{"rendered":"Home"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"15\" class=\"elementor elementor-15\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd87f2b e-flex e-con-boxed e-con e-parent\" data-id=\"fd87f2b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16324118 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"16324118\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Learn How Machine Learning Works \u2013 in Just 7 Days\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-183e802d elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"183e802d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Build, test and use predictive models in R through 14 step-by-step video tutorials.\n\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13d0355d elementor-icon-list--layout-inline elementor-align-center elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"13d0355d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Structured learning<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">2 video tutorials per day<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">11 essential ML techniques<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">No prior experience required<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ce29767 elementor-align-center elementor-invisible elementor-widget elementor-widget-button\" data-id=\"2ce29767\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/preview.mailerlite.io\/forms\/359718\/185093909301429775\/share\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join the free course<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\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-10e06 e-flex e-con-boxed e-con e-parent\" data-id=\"10e06\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4af3bb7 elementor-widget elementor-widget-heading\" data-id=\"4af3bb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What You'll Learn\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7303661d elementor-widget elementor-widget-heading\" data-id=\"7303661d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Over the next 7 days, you'll learn how to apply machine learning techniques step by step \u2014 with no gaps and no unnecessary theory.\n\n<\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f8e21a e-con-full e-flex e-con e-child\" data-id=\"9f8e21a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2c59fb13 e-con-full e-flex e-con e-child\" data-id=\"2c59fb13\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41a9606a elementor-view-stacked elementor-shape-rounded elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"41a9606a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-book-open\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M542.22 32.05c-54.8 3.11-163.72 14.43-230.96 55.59-4.64 2.84-7.27 7.89-7.27 13.17v363.87c0 11.55 12.63 18.85 23.28 13.49 69.18-34.82 169.23-44.32 218.7-46.92 16.89-.89 30.02-14.43 30.02-30.66V62.75c.01-17.71-15.35-31.74-33.77-30.7zM264.73 87.64C197.5 46.48 88.58 35.17 33.78 32.05 15.36 31.01 0 45.04 0 62.75V400.6c0 16.24 13.13 29.78 30.02 30.66 49.49 2.6 149.59 12.11 218.77 46.95 10.62 5.35 23.21-1.94 23.21-13.46V100.63c0-5.29-2.62-10.14-7.27-12.99z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTrain a model\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tLearn how to fit predictive models to your data.\n\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f3e53e8 e-con-full e-flex e-con e-child\" data-id=\"f3e53e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6cb802eb elementor-view-stacked elementor-shape-rounded elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"6cb802eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-flask\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M437.2 403.5L320 215V64h8c13.3 0 24-10.7 24-24V24c0-13.3-10.7-24-24-24H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h8v151L10.8 403.5C-18.5 450.6 15.3 512 70.9 512h306.2c55.7 0 89.4-61.5 60.1-108.5zM137.9 320l48.2-77.6c3.7-5.2 5.8-11.6 5.8-18.4V64h64v160c0 6.9 2.2 13.2 5.8 18.4l48.2 77.6h-172z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTest on validation data\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tEvaluate model accuracy with proper testing methods.\n\n\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb8b984 e-con-full e-flex e-con e-child\" data-id=\"eb8b984\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f8dc6dd elementor-view-stacked elementor-shape-rounded elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3f8dc6dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-star\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M528.1 171.5L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6zM388.6 312.3l23.7 138.4L288 385.4l-124.3 65.3 23.7-138.4-100.6-98 139-20.2 62.2-126 62.2 126 139 20.2-100.6 98z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tMake predictions\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tUse your models to predict outcomes on new data.\n\n\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68e0c6c6 e-flex e-con-boxed e-con e-parent\" data-id=\"68e0c6c6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60bf919f elementor-widget elementor-widget-heading\" data-id=\"60bf919f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Techniques You'll Work With\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48145bf elementor-widget elementor-widget-heading\" data-id=\"48145bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">11 core predictive modeling algorithms, each covered from A to Z.\n\n\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16fa7e53 elementor-widget elementor-widget-html\" data-id=\"16fa7e53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"ml-algo-showcase-wrapper\">\r\n    <style>\r\n        \/* Scoped CSS to prevent conflicts with the rest of your site *\/\r\n        .ml-algo-showcase-wrapper {\r\n            background-color: #F9F6F0; \/* Soft beige background *\/\r\n            font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Helvetica, Arial, sans-serif;\r\n            padding: 40px 20px;\r\n            display: flex;\r\n            justify-content: center;\r\n            box-sizing: border-box;\r\n        }\r\n\r\n        .ml-algo-showcase-wrapper * {\r\n            box-sizing: border-box; \/* Ensures padding doesn't break the grid *\/\r\n        }\r\n\r\n        .ml-algo-showcase-wrapper .algorithm-grid {\r\n            display: grid;\r\n            grid-template-columns: repeat(3, 1fr);\r\n            gap: 16px 20px;\r\n            max-width: 1000px;\r\n            width: 100%;\r\n        }\r\n\r\n        .ml-algo-showcase-wrapper .card {\r\n            background-color: #FFFFFF;\r\n            border-radius: 8px;\r\n            padding: 16px 20px;\r\n            display: flex;\r\n            align-items: center;\r\n            gap: 16px;\r\n            box-shadow: 0 2px 8px rgba(0, 0, 0, 0.02);\r\n            transition: transform 0.2s ease, box-shadow 0.2s ease; \/* Added for optional hover effect *\/\r\n        }\r\n\r\n        \/* Optional: slight lift when hovering over a card *\/\r\n        .ml-algo-showcase-wrapper .card:hover {\r\n            transform: translateY(-2px);\r\n            box-shadow: 0 4px 12px rgba(0, 0, 0, 0.05);\r\n        }\r\n\r\n        .ml-algo-showcase-wrapper .badge {\r\n            background-color: #FEF1E0;\r\n            color: #E29B42;\r\n            font-size: 14px;\r\n            font-weight: 700;\r\n            padding: 8px 12px;\r\n            border-radius: 6px;\r\n            display: inline-flex;\r\n            justify-content: center;\r\n            align-items: center;\r\n            min-width: 20px;\r\n        }\r\n\r\n        .ml-algo-showcase-wrapper .label {\r\n            color: #2D3748;\r\n            font-size: 15px;\r\n            font-weight: 600;\r\n        }\r\n\r\n        \/* Responsive design for tablets *\/\r\n        @media (max-width: 900px) {\r\n            .ml-algo-showcase-wrapper .algorithm-grid {\r\n                grid-template-columns: repeat(2, 1fr);\r\n            }\r\n        }\r\n\r\n        \/* Responsive design for mobile phones *\/\r\n        @media (max-width: 600px) {\r\n            .ml-algo-showcase-wrapper .algorithm-grid {\r\n                grid-template-columns: 1fr;\r\n            }\r\n        }\r\n    <\/style>\r\n\r\n    <div class=\"algorithm-grid\">\r\n        <div class=\"card\">\r\n            <span class=\"badge\">01<\/span>\r\n            <span class=\"label\">Linear regression<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">02<\/span>\r\n            <span class=\"label\">Logistic regression<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">03<\/span>\r\n            <span class=\"label\">Discriminant analysis<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">04<\/span>\r\n            <span class=\"label\">Na\u00efve Bayes estimation<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">05<\/span>\r\n            <span class=\"label\">K-nearest neighbors<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">06<\/span>\r\n            <span class=\"label\">Support vector machine<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">07<\/span>\r\n            <span class=\"label\">Decision trees<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">08<\/span>\r\n            <span class=\"label\">XGBoost<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">09<\/span>\r\n            <span class=\"label\">Neural networks<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">10<\/span>\r\n            <span class=\"label\">K-means clustering<\/span>\r\n        <\/div>\r\n        <div class=\"card\">\r\n            <span class=\"badge\">11<\/span>\r\n            <span class=\"label\">Correspondence analysis<\/span>\r\n        <\/div>\r\n    <\/div>\r\n<\/div>\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-49889dd3 e-flex e-con-boxed e-con e-parent\" data-id=\"49889dd3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5be350a5 elementor-widget elementor-widget-html\" data-id=\"5be350a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<div class=\"how-it-works-wrapper\">\r\n    <style>\r\n        \/* Scoped CSS to prevent conflicts *\/\r\n        .how-it-works-wrapper {\r\n            background-color: #FAFAFA;\r\n            font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Helvetica, Arial, sans-serif;\r\n            padding: 60px 20px;\r\n            display: flex;\r\n            justify-content: center;\r\n            box-sizing: border-box;\r\n        }\r\n\r\n        .how-it-works-wrapper * {\r\n            box-sizing: border-box;\r\n        }\r\n\r\n        .hiw-container {\r\n            display: flex;\r\n            max-width: 1000px;\r\n            width: 100%;\r\n            gap: 60px;\r\n          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decoding=\"async\" src=\"https:\/\/images.unsplash.com\/photo-1498050108023-c5249f4df085?ixlib=rb-4.0.3&auto=format&fit=crop&w=800&q=80\" alt=\"Workspace with laptop and coffee\">\r\n        <\/div>\r\n\r\n        <div class=\"hiw-content-col\">\r\n            <h2 class=\"hiw-title\">How It Works<\/h2>\r\n\r\n            <div class=\"hiw-step\">\r\n                <div class=\"hiw-icon\">\r\n                    <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\">\r\n                        <path d=\"M4 4h16c1.1 0 2 .9 2 2v12c0 1.1-.9 2-2 2H4z\"><\/path>\r\n                        <polyline points=\"22,6 12,13 2,6\"><\/polyline>\r\n                    <\/svg>\r\n                <\/div>\r\n                <span class=\"hiw-text\">Sign up with your email - it's free<\/span>\r\n            <\/div>\r\n\r\n            <div class=\"hiw-step\">\r\n                <div class=\"hiw-icon\">\r\n                    <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\">\r\n                        <polygon points=\"5 3 19 12 5 21\"><\/polygon>\r\n                    <\/svg>\r\n                <\/div>\r\n                <span class=\"hiw-text\">Receive 2 video tutorials per day for 7 days<\/span>\r\n            <\/div>\r\n\r\n            <div class=\"hiw-step\">\r\n                <div class=\"hiw-icon\">\r\n                    <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\">\r\n                        <circle cx=\"12\" cy=\"12\" r=\"10\"><\/circle>\r\n                        <polyline points=\"12 6 12 12 16 14\"><\/polyline>\r\n                    <\/svg>\r\n                <\/div>\r\n                <span class=\"hiw-text\">Watch at your own pace<\/span>\r\n            <\/div>\r\n\r\n            <div class=\"hiw-step\">\r\n                <div class=\"hiw-icon\">\r\n                    <svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\">\r\n 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data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-74e2e625 e-con-full e-flex e-con e-child\" data-id=\"74e2e625\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9a444c elementor-widget elementor-widget-image\" data-id=\"5b9a444c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/shiny-academy.com\/machine\/wp-content\/uploads\/2026\/04\/photo_2026-03-22_01-42-56-removebg-preview.png\" class=\"attachment-large size-large wp-image-17\" alt=\"\" srcset=\"https:\/\/shiny-academy.com\/machine\/wp-content\/uploads\/2026\/04\/photo_2026-03-22_01-42-56-removebg-preview.png 500w, https:\/\/shiny-academy.com\/machine\/wp-content\/uploads\/2026\/04\/photo_2026-03-22_01-42-56-removebg-preview-300x300.png 300w, https:\/\/shiny-academy.com\/machine\/wp-content\/uploads\/2026\/04\/photo_2026-03-22_01-42-56-removebg-preview-150x150.png 150w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\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<div class=\"elementor-element elementor-element-490a46bc e-con-full e-flex e-con e-child\" data-id=\"490a46bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c731d21 elementor-widget elementor-widget-heading\" data-id=\"5c731d21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Bogdan Anastasiei, PhD\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-600c86cc elementor-widget elementor-widget-heading\" data-id=\"600c86cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">University Teacher\n\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1704e7f2 elementor-widget elementor-widget-heading\" data-id=\"1704e7f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">With years of experience teaching machine learning and data science at the university level, Bogdan created this course to make predictive modeling accessible to everyone \u2014 no jargon, no prerequisites, just clear step-by-step guidance.\n\n\n\n<\/p>\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-1908e570 e-flex e-con-boxed e-con e-parent\" data-id=\"1908e570\" data-element_type=\"container\" 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All rights reserved.<\/p>\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>Learn How Machine Learning Works \u2013 in Just 7 Days Build, test and use predictive models in R through 14 step-by-step video tutorials. Structured learning 2 video tutorials per day 11 essential ML techniques No prior experience required Join the free course What You&#8217;ll Learn Over the next 7 days, you&#8217;ll learn how to apply [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":""},"class_list":["post-15","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/pages\/15","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/comments?post=15"}],"version-history":[{"count":7,"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/pages\/15\/revisions"}],"predecessor-version":[{"id":30,"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/pages\/15\/revisions\/30"}],"wp:attachment":[{"href":"https:\/\/shiny-academy.com\/machine\/index.php\/wp-json\/wp\/v2\/media?parent=15"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}