{"id":13321,"date":"2024-08-08T07:05:42","date_gmt":"2024-08-08T07:05:42","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=13321"},"modified":"2024-08-08T07:05:43","modified_gmt":"2024-08-08T07:05:43","slug":"probabilistic-model-in-machine-learning","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/probabilistic-model-in-machine-learning\/","title":{"rendered":"probabilistic model in machine learning"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40400%3B700\" rel=\"stylesheet\"\/><link 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publisher-logo-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/01\/cropped-cropped-favicon.png\" title=\"probabilistic model in machine learning\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/08\/cropped-image1-8.jpg\"><amp-story-page id=\"3316b60f-dc78-447f-b216-d3e978c6e300\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c456d387-804c-4bf2-ad78-e23d176a7246\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c73027c2-62b2-47f8-ab39-5962e4e0b0f7\",\"keyframes\":{\"transform\":[\"translate3d(0px, 140.33188%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-11227eb2-838c-462b-b345-9e1dd742b469\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-bc7da23e-a4fb-45ea-8897-a0a4f50dcc3c\",\"keyframes\":{\"transform\":[\"translate3d(0px, -215.98441%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#260c0c\">\n<div class=\"page-safe-area\">\n<div 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741w,https:\/\/images.unsplash.com\/photo-1508882100003-8ae16a4abbaf?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwyfHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzIzMDk5NjE2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=469&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 58vh, 129vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:39.32039%;width:66.01942%;height:49.83819%;opacity:1\">\n<div id=\"anim-c456d387-804c-4bf2-ad78-e23d176a7246\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-c73027c2-62b2-47f8-ab39-5962e4e0b0f7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 140.33188%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.6493506493506493% 0.6493506493506493% 0.6493506493506493% 0.6493506493506493%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-c68b9d76-72df-4463-97ed-35324c9f9b51\">\n<h2 id=\"probabilistic-models-use-probability-to-make-sense-of-uncertain-data-unlike-traditional-models-they-offer-a-flexible-approach-to-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">Probabilistic Models use probability to make sense of uncertain data. Unlike traditional models, they offer a flexible approach to machine learning.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.35437%;top:93.3657%;width:27.91262%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-7867c90e-10c0-4e50-b994-28e7fedab66b\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:12.13592%;width:72.08738%;height:18.4466%;opacity:1\">\n<div id=\"anim-11227eb2-838c-462b-b345-9e1dd742b469\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-bc7da23e-a4fb-45ea-8897-a0a4f50dcc3c\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -215.98441%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 1.7543859649122806% 1.7543859649122806% 1.7543859649122806% 1.7543859649122806%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-03d14984-fa3a-4988-b7de-1a242972b585\">\n<h2 id=\"what-are-probabilistic-models\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">What are Probabilistic Models?<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"21652d31-8985-4352-99e1-816b804a8a58\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-67051cd8-6183-4979-8b56-a024847ae22a\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b017f91f-64b5-4eb2-b225-46a35c29bfd4\",\"keyframes\":{\"transform\":[\"translate3d(0px, 171.57941%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e7a5bbde-668c-4b5c-87ec-b79bf43bbdd0\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c26f2b21-55ea-4f4d-ac6b-4abf651e27a0\",\"keyframes\":{\"transform\":[\"translate3d(0px, -265.27781%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#595959\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-1bc6bbf0-cfa0-4d02-bebc-7e6c9d4df1e2\">\n<div style=\"position:absolute;width:247.01137%;height:100%;left:-73.50569%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1526628953301-3e589a6a8b74?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3fHxtYWNoaW5lJTIwbGVhcm5pbmd8ZW58MHx8fHwxNzIzMDk5NjE2fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2947&amp;h=2121&amp;fit=max\" alt=\"turned on monitoring screen\" 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style=\"position:absolute;pointer-events:none;left:17.23301%;top:42.0712%;width:66.01942%;height:39.15858%;opacity:1\">\n<div id=\"anim-67051cd8-6183-4979-8b56-a024847ae22a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-b017f91f-64b5-4eb2-b225-46a35c29bfd4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 171.57941%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.8264462809917356% 0.8264462809917356% 0.8264462809917356% 0.8264462809917356%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-7b758262-bc3b-455c-8081-4397428e1f4e\">\n<h2 id=\"probabilistic-models-provide-a-range-of-possible-outcomes-with-their-likelihood-this-makes-them-robust-in-real-world-scenarios\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">Probabilistic Models provide a range of possible outcomes with their likelihood. This makes them robust in real-world scenarios.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.35437%;top:92.71845%;width:27.6699%;height:3.23625%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-9786215f-2c83-48af-8682-ef144431e052\">\n<div style=\"position:absolute;width:100%;height:119.33481%;left:0%;top:-9.66741%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 12vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:12.13592%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-e7a5bbde-668c-4b5c-87ec-b79bf43bbdd0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-c26f2b21-55ea-4f4d-ac6b-4abf651e27a0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -265.27781%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-0095d32d-e4b6-4fc1-bebe-908b0138270d\">\n<h2 id=\"embracing-uncertainty\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Embracing Uncertainty<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"097132ac-eeb5-4304-be77-793e1c219a91\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-0cfe7f0c-0145-4adb-9e11-d22315b13555\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2b28f7d6-fa40-4cdd-be40-966f250fa38e\",\"keyframes\":{\"transform\":[\"translate3d(0px, 207.79913%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9d7187bc-8ad7-49cd-befb-1a68252064eb\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-991a83ed-656e-4616-a129-4c3e9ac7742f\",\"keyframes\":{\"transform\":[\"translate3d(0px, 358.24889%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b525dace-9cc4-41c1-b1d1-039fe0f9fc79\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d151f96a-dee5-461b-a04b-71518bd925bd\",\"keyframes\":{\"transform\":[\"translate3d(0px, -414.81463%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#0c260c\">\n<div class=\"page-safe-area\">\n<div 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5760w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4608&amp;h=3072&amp;fit=max 4608w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3456&amp;h=2304&amp;fit=max 3456w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2304&amp;h=1536&amp;fit=max 2304w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1152&amp;h=768&amp;fit=max 1152w,https:\/\/images.unsplash.com\/photo-1526374965328-7f61d4dc18c5?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 120vh, 267vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.35)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.35)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.47573%;top:39.32039%;width:66.01942%;height:33.65696%;opacity:1\">\n<div id=\"anim-0cfe7f0c-0145-4adb-9e11-d22315b13555\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-2b28f7d6-fa40-4cdd-be40-966f250fa38e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 207.79913%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.9615384615384616% 0.9615384615384616% 0.9615384615384616% 0.9615384615384616%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-5f9d1727-2da6-4fe4-8e8f-5ed42d14a9d9\">\n<h2 id=\"it-allows-you-to-update-your-beliefs-as-new-information-becomes-available-refining-your-model-over-time\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">It allows you to update your beliefs as new information becomes available, refining your model over time.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.35437%;top:91.26214%;width:27.6699%;height:3.23625%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-05b88a60-c24b-4a29-bf5c-4d944a01ca70\">\n<div style=\"position:absolute;width:100%;height:119.33481%;left:0%;top:-9.66741%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" 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rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.21634615384615424% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:12.13592%;width:72.08738%;height:6.79612%;opacity:1\">\n<div id=\"anim-b525dace-9cc4-41c1-b1d1-039fe0f9fc79\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-d151f96a-dee5-461b-a04b-71518bd925bd\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -414.81463%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 4.761904761904762% 4.761904761904762% 4.761904761904762% 4.761904761904762%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-96fbae97-418b-40e3-8f23-9e528a50fcd3\">\n<h2 id=\"bayesian-inference\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Bayesian Inference<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"8e1170a0-5fff-4c52-be36-6d38d10f4d7d\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-fe6dd9f0-3c2a-41ac-b0e2-4717f01eb437\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-0317ffae-d3d2-4da3-8dd1-85d29e4841c4\",\"keyframes\":{\"transform\":[\"translate3d(0px, 207.31837%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-bcab604b-88a3-487f-af0c-26ec820b8d0d\",\"keyframes\":{\"transform\":[\"translate3d(0px, -237.77781%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#262626\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-3484b7a9-cb27-4736-9fe5-c6598e2aa7d8\">\n<div style=\"position:absolute;width:201.0974%;height:100%;left:-50.5487%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1535378620166-273708d44e4c?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4398&amp;h=3888&amp;fit=max\" alt=\"white robot wallpaper\" srcSet=\"https:\/\/images.unsplash.com\/photo-1535378620166-273708d44e4c?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4398&amp;h=3888&amp;fit=max 4398w,https:\/\/images.unsplash.com\/photo-1535378620166-273708d44e4c?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3518&amp;h=3110&amp;fit=max 3518w,https:\/\/images.unsplash.com\/photo-1535378620166-273708d44e4c?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2638&amp;h=2332&amp;fit=max 2638w,https:\/\/images.unsplash.com\/photo-1535378620166-273708d44e4c?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1759&amp;h=1555&amp;fit=max 1759w,https:\/\/images.unsplash.com\/photo-1535378620166-273708d44e4c?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=879&amp;h=777&amp;fit=max 879w,https:\/\/images.unsplash.com\/photo-1535378620166-273708d44e4c?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxOXx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzA5OTYxNnww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=301&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 91vh, 202vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.9615384615384616% 0.9615384615384616% 0.9615384615384616% 0.9615384615384616%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-3dd5a610-1889-4ca5-8445-0447e9341773\">\n<h2 id=\"from-spam-filters-to-medical-diagnoses-probabilistic-models-are-used-in-various-applications\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">From spam filters to medical diagnoses, Probabilistic Models are used in various applications.&nbsp;<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div 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id=\"real-world-applications\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Real-world Applications<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"39f63ca7-d6e2-4ed6-b4cd-0b6873032814\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9eb23e57-f03e-4075-97ee-1e04e4ba89c3\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" 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0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e8071794-1f8f-4c05-984f-9459f7fe3e9a\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2285848c-b2bc-4dd1-96ee-01c0e4d01845\",\"keyframes\":{\"transform\":[\"translate3d(0px, -237.77781%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#734026\">\n<div class=\"page-safe-area\">\n<div 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5472w,https:\/\/images.unsplash.com\/photo-1511376777868-611b54f68947?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0M3x8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ3NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4377&amp;h=2918&amp;fit=max 4377w,https:\/\/images.unsplash.com\/photo-1511376777868-611b54f68947?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0M3x8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ3NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3283&amp;h=2189&amp;fit=max 3283w,https:\/\/images.unsplash.com\/photo-1511376777868-611b54f68947?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0M3x8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ3NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2188&amp;h=1459&amp;fit=max 2188w,https:\/\/images.unsplash.com\/photo-1511376777868-611b54f68947?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0M3x8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ3NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1094&amp;h=729&amp;fit=max 1094w,https:\/\/images.unsplash.com\/photo-1511376777868-611b54f68947?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0M3x8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ3NHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 120vh, 267vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:42.39482%;width:66.01942%;height:28.15534%;opacity:1\">\n<div id=\"anim-9eb23e57-f03e-4075-97ee-1e04e4ba89c3\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-60f7da5a-851d-41a7-80b2-ef86eed13667\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 237.48404%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 1.1494252873563218% 1.1494252873563218% 1.1494252873563218% 1.1494252873563218%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-3846a452-ce9a-44a1-9281-f2b32fa022b8\">\n<h2 id=\"naive-bayes%c2%b7-gaussian-mixture-models%c2%b7-hidden-markov-models\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">Naive Bayes<\/span><br \/>\n<span style=\"color: #fff\">\u00b7 Gaussian Mixture Models<\/span><br \/>\n<span style=\"color: #fff\">\u00b7 Hidden Markov Models<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.35437%;top:91.26214%;width:27.6699%;height:3.23625%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-5bd90fc4-66e8-4b75-b05d-9b133216ec56\">\n<div style=\"position:absolute;width:100%;height:119.33481%;left:0%;top:-9.66741%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 12vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:57.76699%;top:90.12945%;width:27.6699%;height:3.55987%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:7.017543859649122% 7.017543859649122% 7.017543859649122% 7.017543859649122% \/ 36.36363636363637% 36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-6ed3fa86-cc5a-40a0-bb47-b5d2d097738d\">\n<div class=\"fill\" style=\"background-image:linear-gradient(0turn, rgba(249,25,25,0.77) 0%, rgba(249,110,110,0.77) 100%);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:60.55825%;top:90.12945%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-72a8e771-b3e4-420e-980f-656dd7af86b0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-efc81e35-8e8d-4cbc-b6ca-61dc5a661b65\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 358.24889%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 6.0606060606060606% 6.0606060606060606% 6.0606060606060606% 6.0606060606060606%\" id=\"el-6c9cc78e-9371-4aa8-844f-bb339407e2d3\"><a href=\"https:\/\/pickl.ai\/blog\/a-beginners-guide-to-deep-reinforcement-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.21634615384615424% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:8.57605%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-e8071794-1f8f-4c05-984f-9459f7fe3e9a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-2285848c-b2bc-4dd1-96ee-01c0e4d01845\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -237.77781%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-ad3f0bff-3a70-43ef-a25a-f404a57cbab8\">\n<h2 id=\"common-probabilistic-models\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Common Probabilistic Models<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"3ce953ea-5c41-4d1f-b95b-33c17ddff43f\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2b97be7c-c3b2-425b-93f9-240852abf1df\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-bfaeb0e2-b3b8-4fff-b156-32cd00cb7c55\",\"keyframes\":{\"transform\":[\"translate3d(0px, 237.48404%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-0b5c66b6-ae08-49f8-924e-d768e9a76052\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-cfd2b167-8595-484c-b1b3-3e2cb3d672ce\",\"keyframes\":{\"transform\":[\"translate3d(0px, -237.77781%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#262626\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-fdf51f71-657b-4efc-85a3-65c2c58dcf06\">\n<div style=\"position:absolute;width:243.10209%;height:100%;left:-71.55104%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1535378273068-9bb67d5beacd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Nnx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ4NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5184&amp;h=3791&amp;fit=max\" alt=\"white robot\" srcSet=\"https:\/\/images.unsplash.com\/photo-1535378273068-9bb67d5beacd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Nnx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ4NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5184&amp;h=3791&amp;fit=max 5184w,https:\/\/images.unsplash.com\/photo-1535378273068-9bb67d5beacd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Nnx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ4NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4147&amp;h=3033&amp;fit=max 4147w,https:\/\/images.unsplash.com\/photo-1535378273068-9bb67d5beacd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Nnx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ4NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3110&amp;h=2274&amp;fit=max 3110w,https:\/\/images.unsplash.com\/photo-1535378273068-9bb67d5beacd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Nnx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ4NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2073&amp;h=1516&amp;fit=max 2073w,https:\/\/images.unsplash.com\/photo-1535378273068-9bb67d5beacd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Nnx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ4NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1036&amp;h=758&amp;fit=max 1036w,https:\/\/images.unsplash.com\/photo-1535378273068-9bb67d5beacd?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Nnx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ4NXww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=249&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 110vh, 243vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:42.39482%;width:66.01942%;height:28.15534%;opacity:1\">\n<div id=\"anim-2b97be7c-c3b2-425b-93f9-240852abf1df\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-bfaeb0e2-b3b8-4fff-b156-32cd00cb7c55\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 237.48404%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 1.1494252873563218% 1.1494252873563218% 1.1494252873563218% 1.1494252873563218%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-aaffb7d0-5887-4e6e-b11d-ca76fd74a046\">\n<h2 id=\"building-and-training-probabilistic-models-can-be-computationally-intensive\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">Building and training Probabilistic Models can be computationally intensive<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.35437%;top:91.26214%;width:27.6699%;height:3.23625%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-c1a73a81-5837-4691-a61d-e583d33d1b22\">\n<div style=\"position:absolute;width:100%;height:119.33481%;left:0%;top:-9.66741%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 12vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:8.57605%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-0b5c66b6-ae08-49f8-924e-d768e9a76052\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-cfd2b167-8595-484c-b1b3-3e2cb3d672ce\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -237.77781%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-a7ebdb24-4aef-4c25-a919-2159c58a7eb8\">\n<h2 id=\"building-probabilistic-models\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Building Probabilistic Models<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"7bca80f6-b306-4fa8-b81d-c885087939be\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-fcad7c0b-b8e3-4bba-9f12-5d3538ac06fb\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-bba54f58-a501-4e83-ac92-ebd25ded3bd0\",\"keyframes\":{\"transform\":[\"translate3d(0px, 161.45206%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":500,\"duration\":900,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c6a61766-afb9-4f41-8cb1-211a8b52aff3\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-1352b2ae-49f7-43c0-80e0-a22dd8c1e04e\",\"keyframes\":{\"transform\":[\"translate3d(0px, -237.77781%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#8c8c8c\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-b46665bc-dd3a-40b2-b6b1-734019134de3\">\n<div style=\"position:absolute;width:315.54127%;height:100%;left:-107.77063%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1659079631665-eb95370fb173?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5NHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ5OHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4416&amp;h=2488&amp;fit=max\" alt=\"a robot on a desk\" srcSet=\"https:\/\/images.unsplash.com\/photo-1659079631665-eb95370fb173?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5NHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ5OHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4416&amp;h=2488&amp;fit=max 4416w,https:\/\/images.unsplash.com\/photo-1659079631665-eb95370fb173?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5NHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ5OHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3532&amp;h=1990&amp;fit=max 3532w,https:\/\/images.unsplash.com\/photo-1659079631665-eb95370fb173?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5NHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ5OHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2649&amp;h=1492&amp;fit=max 2649w,https:\/\/images.unsplash.com\/photo-1659079631665-eb95370fb173?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5NHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ5OHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1766&amp;h=995&amp;fit=max 1766w,https:\/\/images.unsplash.com\/photo-1659079631665-eb95370fb173?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5NHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ5OHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=883&amp;h=497&amp;fit=max 883w,https:\/\/images.unsplash.com\/photo-1659079631665-eb95370fb173?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5NHx8bWFjaGluZSUyMGxlYXJuaW5nfGVufDB8fHx8MTcyMzAzNzQ5OHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=192&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 142vh, 315vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:36.8932%;width:66.01942%;height:44.82201%;opacity:1\">\n<div id=\"anim-fcad7c0b-b8e3-4bba-9f12-5d3538ac06fb\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-bba54f58-a501-4e83-ac92-ebd25ded3bd0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 161.45206%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7352941176470588% 0.7352941176470588% 0.7352941176470588% 0.7352941176470588% \/ 0.7220216606498195% 0.7220216606498195% 0.7220216606498195% 0.7220216606498195%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-729804c1-0166-420d-8d53-43b4eb1cfc9c\">\n<h2 id=\"mastering-probabilistic-models-empowers-you-to-make-better-predictions-and-informed-decisions-in-a-world-full-of-uncertainty\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14476102941176497% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.453074em;line-height:1.2;text-align:center;padding:1.4705882352941175% 2.941176470588235%;color:#000000\"><span><span style=\"color: #fff\">Mastering Probabilistic Models empowers you to make better predictions and informed decisions in a world full of uncertainty.<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.35437%;top:91.26214%;width:27.6699%;height:3.23625%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-97cce34a-c66e-492f-9ed8-910f6319fdbb\">\n<div style=\"position:absolute;width:100%;height:119.33481%;left:0%;top:-9.66741%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png\" alt=\"pickl-transorg-LOGO\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-transorg-LOGO.png 406w\" sizes=\"(min-width: 1024px) 12vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.83495%;top:8.57605%;width:72.08738%;height:12.94498%;opacity:1\">\n<div id=\"anim-c6a61766-afb9-4f41-8cb1-211a8b52aff3\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-1352b2ae-49f7-43c0-80e0-a22dd8c1e04e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -237.77781%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6734006734006733% 0.6734006734006733% 0.6734006734006733% 0.6734006734006733% \/ 2.5% 2.5% 2.5% 2.5%;background-clip:content-box;background-color:rgba(69,69,69,0.5)\" id=\"el-16645069-ffae-4b6a-90be-31ad84c893b5\">\n<h2 id=\"mastering-the-power-of-probability\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09154040404040331% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:1.3468013468013467% 2.6936026936026933%;color:#000000\"><span><span style=\"font-weight: 700; color: #ffffb7\">Mastering the Power of Probability<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Uncover the power of Probabilistic Models in Machine Learning. 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