{"id":14398,"date":"2022-11-17T18:46:40","date_gmt":"2022-11-17T13:16:40","guid":{"rendered":"https:\/\/www.interviewbit.com\/blog\/?post_type=web-story&#038;p=14398"},"modified":"2022-11-17T18:46:41","modified_gmt":"2022-11-17T13:16:41","slug":"different-types-of-machine-learning","status":"publish","type":"web-story","link":"https:\/\/www.interviewbit.com\/blog\/web-stories\/different-types-of-machine-learning\/","title":{"rendered":"Different Types of 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 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name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"InterviewBit\" publisher-logo-src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/cropped-tumblr-logo.png\" title=\"Different Types of Machine Learning\" poster-portrait-src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2022\/11\/cropped-Types-of-Machine-LEarning.png\"><amp-story-page id=\"039bee5f-dd9a-4634-90e1-781b45874a59\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#f3d9d9\">\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-f83308b3-5f28-4573-825a-ab927f2d51f6\">\n<div style=\"position:absolute;width:118.57814%;height:100%;left:-9.28907%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1581087724844-037b13e16b0b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw5N3x8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NjkwMjA4&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6630&amp;h=9940&amp;fit=max\" alt=\"woman in black shirt using computer\" srcSet=\"https:\/\/images.unsplash.com\/photo-1581087724844-037b13e16b0b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw5N3x8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NjkwMjA4&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6630&amp;h=9940&amp;fit=max 6630w,https:\/\/images.unsplash.com\/photo-1581087724844-037b13e16b0b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw5N3x8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NjkwMjA4&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5304&amp;h=7952&amp;fit=max 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class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:5.82524%;top:52.42718%;width:65.7767%;height:34.30421%;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:0.7380073800738007% 0.7380073800738007% 0.7380073800738007% 0.7380073800738007% \/ 0.9433962264150944% 0.9433962264150944% 0.9433962264150944% 0.9433962264150944%\" id=\"el-e0f383a5-b14a-45a7-8abf-373611692163\">\n<h1 id=\"different-types-of-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.5876383763837634% 0;font-family:&quot;Oranienbaum&quot;,serif;font-size:0.889968em;line-height:0.9;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Different Types of Machine Learning<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:5.82524%;top:88.99676%;width:94.41748%;height:5.66343%;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:0.5141388174807198% 0.5141388174807198% 0.5141388174807198% 0.5141388174807198% \/ 5.714285714285714% 5.714285714285714% 5.714285714285714% 5.714285714285714%\" id=\"el-09cd7155-cbec-4f5e-a262-a2aeb4213165\">\n<h2 id=\"a-quick-overview\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10845115681233934% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #c9184a\">A Quick Overview&nbsp;<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-ea251a16-bb73-4d60-8d67-8b48c3a5f099\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 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style=\"position:absolute;pointer-events:none;left:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);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-32431722-a962-4a78-b7b9-ceb62b7c2245\">\n<div class=\"fill\" style=\"background-color:rgba(201,24,74,0.5);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:45.79288%;width:84.95146%;height:41.42395%;opacity:1\">\n<div id=\"anim-2e396c70-7619-4a85-87b5-7b9b7be2f373\" 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-5edf1157-6c29-4fa5-a82b-c49e41f064c5\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -232.8993%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.78125% 0.78125% 0.78125% 0.78125%\" id=\"el-e7c1e468-0b2f-424a-a0ce-637c4d6f0af8\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6685714285714285% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"color: #fff\">ML is a form of artificial intelligence that makes predictions based on data. It enables computers or machines to make decisions automatically without being explicitly programmed.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:6.06796%;top:15.53398%;width:88.83495%;height:13.26861%;opacity:1\">\n<div id=\"anim-05ba4acf-83a4-4571-9fa3-0c222f2678c2\" 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-c3966b1b-05a6-4220-bd4a-189eed84f58e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -286.85635%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.546448087431694% 0.546448087431694% 0.546448087431694% 0.546448087431694% \/ 2.4390243902439024% 2.4390243902439024% 2.4390243902439024% 2.4390243902439024%\" id=\"el-6e9d2941-9828-4fb0-9659-31fedc6f84fc\">\n<h2 id=\"introduction-to-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13447745901639344% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Introduction to Machine Learning<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-6cc1faa7-56dc-433b-8519-79268c4850b9\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 20vh, 44vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2022\/05\/BLOG-CREATIVE-COVER-RECREATED-03-2048x1001.png\"><a href=\"https:\/\/www.interviewbit.com\/blog\/types-of-machine-learning\/?utm_source=Ib&amp;utm_medium=types-of-machine-learning&amp;utm_campaign=webstories\" rel=\"\">Read More<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"7475a312-090b-4904-a1e7-c092b5a9d208\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-5c2d5609-5745-48cf-988f-71a47bcbb960\",\"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-1584abd7-caa3-40f5-a9a5-c814b41d9221\",\"keyframes\":{\"transform\":[\"translate3d(0px, -212.70385%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-41a6be92-128e-4d02-83b9-5c16ed9027de [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(7.812499744007886%, 0, 0) translate(25%, 0%) scale(1.5)\",\"translate3d(0%, 0, 0) translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.14,.34,.47,.9)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-28866dd8-0086-4d10-b5ee-b1319515a30c\",\"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-833595a0-7d62-4a7d-a355-bbf62ee41dd9\",\"keyframes\":{\"transform\":[\"translate3d(0px, -307.58806%, 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:#f3f3f3\">\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 id=\"anim-41a6be92-128e-4d02-83b9-5c16ed9027de\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\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-7cf9d1d8-3d90-467c-8891-d45926c8b211\">\n<div style=\"position:absolute;width:118.51852%;height:100%;left:-9.25926%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/flagged\/photo-1563536310477-c7b4e3a800c2?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw1N3x8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzMzM&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=4000&amp;h=6000&amp;fit=max\" alt=\"woman leaning at the table\" srcSet=\"https:\/\/images.unsplash.com\/flagged\/photo-1563536310477-c7b4e3a800c2?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw1N3x8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzMzM&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=4000&amp;h=6000&amp;fit=max 4000w,https:\/\/images.unsplash.com\/flagged\/photo-1563536310477-c7b4e3a800c2?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw1N3x8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzMzM&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=3200&amp;h=4800&amp;fit=max 3200w,https:\/\/images.unsplash.com\/flagged\/photo-1563536310477-c7b4e3a800c2?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw1N3x8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzMzM&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=2400&amp;h=3600&amp;fit=max 2400w,https:\/\/images.unsplash.com\/flagged\/photo-1563536310477-c7b4e3a800c2?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw1N3x8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzMzM&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=1600&amp;h=2400&amp;fit=max 1600w,https:\/\/images.unsplash.com\/flagged\/photo-1563536310477-c7b4e3a800c2?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw1N3x8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzMzM&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=800&amp;h=1200&amp;fit=max 800w,https:\/\/images.unsplash.com\/flagged\/photo-1563536310477-c7b4e3a800c2?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw1N3x8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzMzM&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=340&amp;h=510&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 53vh, 119vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);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-7aebd8ed-b1ba-4a77-90fb-48099ace3441\">\n<div class=\"fill\" style=\"background-color:rgba(201,24,74,0.5);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:6.31068%;top:44.17476%;width:93.68932%;height:47.411%;opacity:1\">\n<div id=\"anim-5c2d5609-5745-48cf-988f-71a47bcbb960\" 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-1584abd7-caa3-40f5-a9a5-c814b41d9221\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -212.70385%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5181347150259068% 0.5181347150259068% 0.5181347150259068% 0.5181347150259068% \/ 0.6825938566552902% 0.6825938566552902% 0.6825938566552902% 0.6825938566552902%\" id=\"el-89e0b125-ab89-4efb-bf13-d9d129cc75e2\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6062176165803108% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"color: #fff\">ML can be broadly divided into 4 types: &nbsp;<\/span><\/p>\n<p><span style=\"color: #fff\">1. Supervised Machine Learning&nbsp;<\/span><br \/>\n<span style=\"color: #fff\">2. Unsupervised Machine Learning&nbsp;<\/span><br \/>\n<span style=\"color: #fff\">3. Semi-Supervised Machine Learning&nbsp;<\/span><br \/>\n<span style=\"color: #fff\">4. Reinforcement Learning<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-02b12203-ca5e-46c5-a6b5-5d807cb104c2\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 20vh, 44vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:7.76699%;top:18.28479%;width:88.83495%;height:13.26861%;opacity:1\">\n<div id=\"anim-28866dd8-0086-4d10-b5ee-b1319515a30c\" 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-833595a0-7d62-4a7d-a355-bbf62ee41dd9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -307.58806%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.546448087431694% 0.546448087431694% 0.546448087431694% 0.546448087431694% \/ 2.4390243902439024% 2.4390243902439024% 2.4390243902439024% 2.4390243902439024%\" id=\"el-221deb50-fa6c-4eea-aff1-08b86e2e7e7d\">\n<h2 id=\"types-of-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13447745901639344% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Types of Machine Learning<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2022\/05\/BLOG-CREATIVE-COVER-RECREATED-03-2048x1001.png\"><a href=\"https:\/\/www.interviewbit.com\/blog\/types-of-machine-learning\/?utm_source=Ib&amp;utm_medium=types-of-machine-learning&amp;utm_campaign=webstories\" rel=\"\">Read More<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"cd57867d-e34a-4b0c-af12-ad492d46f078\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-09cce456-68d4-4500-913c-8f29a8539e23\",\"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-797f03a3-509e-4589-b4f6-5579fe0c5f09\",\"keyframes\":{\"transform\":[\"translate3d(0px, -236.0243%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9b491bcf-a1e4-492d-96ea-d9030ab92539\",\"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-349d7bcc-1603-47f3-9260-bcea4e6b6b78\",\"keyframes\":{\"transform\":[\"translate3d(0px, -289.29541%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9e60492e-9f78-40d7-9423-d7189b03ffb2 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(6.846869328454303%, 0, 0) translate(25%, 0%) scale(1.5)\",\"translate3d(0%, 0, 0) translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.14,.34,.47,.9)\",\"fill\":\"forwards\"}]<\/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:#d9d9c0\">\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 id=\"anim-9e60492e-9f78-40d7-9423-d7189b03ffb2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\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-048aa9e4-e712-4700-a606-585ab62d5d29\">\n<div style=\"position:absolute;width:115.86645%;height:100%;left:-7.93323%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1616740793717-0aca29b92221?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzNHx8cmVzdW1lfGVufDB8fHx8MTY2NTUwMTA1NA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=3466&amp;h=5318&amp;fit=max\" alt=\"woman in red blazer holding white paper\" srcSet=\"https:\/\/images.unsplash.com\/photo-1616740793717-0aca29b92221?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzNHx8cmVzdW1lfGVufDB8fHx8MTY2NTUwMTA1NA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=3466&amp;h=5318&amp;fit=max 3466w,https:\/\/images.unsplash.com\/photo-1616740793717-0aca29b92221?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzNHx8cmVzdW1lfGVufDB8fHx8MTY2NTUwMTA1NA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=2772&amp;h=4253&amp;fit=max 2772w,https:\/\/images.unsplash.com\/photo-1616740793717-0aca29b92221?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzNHx8cmVzdW1lfGVufDB8fHx8MTY2NTUwMTA1NA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=2079&amp;h=3190&amp;fit=max 2079w,https:\/\/images.unsplash.com\/photo-1616740793717-0aca29b92221?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzNHx8cmVzdW1lfGVufDB8fHx8MTY2NTUwMTA1NA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=1386&amp;h=2127&amp;fit=max 1386w,https:\/\/images.unsplash.com\/photo-1616740793717-0aca29b92221?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzNHx8cmVzdW1lfGVufDB8fHx8MTY2NTUwMTA1NA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=693&amp;h=1063&amp;fit=max 693w,https:\/\/images.unsplash.com\/photo-1616740793717-0aca29b92221?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzNHx8cmVzdW1lfGVufDB8fHx8MTY2NTUwMTA1NA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=340&amp;h=522&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 52vh, 116vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);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-41a0e586-58a3-43b7-a176-5ab26a7b4b8d\">\n<div class=\"fill\" style=\"background-color:rgba(201,24,74,0.5);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:7.28155%;top:15.85761%;width:83.25243%;height:13.26861%;opacity:1\">\n<div id=\"anim-9b491bcf-a1e4-492d-96ea-d9030ab92539\" 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-349d7bcc-1603-47f3-9260-bcea4e6b6b78\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -289.29541%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5830903790087464% 0.5830903790087464% 0.5830903790087464% 0.5830903790087464% \/ 2.4390243902439024% 2.4390243902439024% 2.4390243902439024% 2.4390243902439024%\" id=\"el-33b0ccef-605b-4391-9e54-e786deec1d4c\">\n<h2 id=\"1-supervised-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1434948979591837% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">1. Supervised Machine Learning<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:7.28155%;top:47.08738%;width:86.40777%;height:41.42395%;opacity:1\">\n<div id=\"anim-09cce456-68d4-4500-913c-8f29a8539e23\" 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-797f03a3-509e-4589-b4f6-5579fe0c5f09\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -236.0243%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5617977528089888% 0.5617977528089888% 0.5617977528089888% 0.5617977528089888% \/ 0.78125% 0.78125% 0.78125% 0.78125%\" id=\"el-d7e796ac-1eee-4deb-930d-464ae64fed1d\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6573033707865168% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"color: #fff\">It involves training machines using well-labeled training data, and then machines predict output using that data. Labeled data means input data has already been tagged with correct output.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-6bd2e494-0066-4b59-8260-9658bd46986e\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 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href=\"https:\/\/www.interviewbit.com\/blog\/types-of-machine-learning\/?utm_source=Ib&amp;utm_medium=types-of-machine-learning&amp;utm_campaign=webstories\" rel=\"\">Read More<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"31fdfdff-2dbc-4ebb-8700-095521d60841\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-3a13a337-66f1-4830-a06a-59c9069b431e\",\"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-999a9de2-f344-403a-83fe-45a0b47d8526\",\"keyframes\":{\"transform\":[\"translate3d(0px, -266.01009%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-178eba59-99ff-456c-8147-db14da0ba270\",\"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-952081f1-21be-4b06-9775-bce7ea3a9342\",\"keyframes\":{\"transform\":[\"translate3d(0px, -290.51491%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-5d018c51-57e0-4d62-927d-5ff9d75b5a49 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(7.868525640762189%, 0, 0) translate(25%, 0%) scale(1.5)\",\"translate3d(0%, 0, 0) translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.14,.34,.47,.9)\",\"fill\":\"forwards\"}]<\/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:#f3f3f3\">\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 id=\"anim-5d018c51-57e0-4d62-927d-5ff9d75b5a49\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\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-e7faba9e-a9a1-4f05-819d-72f2dffc8df2\">\n<div style=\"position:absolute;width:118.67612%;height:100%;left:-9.33806%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1573495783323-9e59a325d4b4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3MHx8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzNjE&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=4016&amp;h=6016&amp;fit=max\" alt=\"shallow focus photo of woman using MacBook\" srcSet=\"https:\/\/images.unsplash.com\/photo-1573495783323-9e59a325d4b4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3MHx8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzNjE&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=4016&amp;h=6016&amp;fit=max 4016w,https:\/\/images.unsplash.com\/photo-1573495783323-9e59a325d4b4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3MHx8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzNjE&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=3212&amp;h=4812&amp;fit=max 3212w,https:\/\/images.unsplash.com\/photo-1573495783323-9e59a325d4b4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3MHx8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzNjE&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=2409&amp;h=3609&amp;fit=max 2409w,https:\/\/images.unsplash.com\/photo-1573495783323-9e59a325d4b4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3MHx8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzNjE&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=1606&amp;h=2406&amp;fit=max 1606w,https:\/\/images.unsplash.com\/photo-1573495783323-9e59a325d4b4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3MHx8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzNjE&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=803&amp;h=1203&amp;fit=max 803w,https:\/\/images.unsplash.com\/photo-1573495783323-9e59a325d4b4?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw3MHx8ZGV2ZWxvcGVyc3xlbnwwfHx8fDE2NjQ0NjYzNjE&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=340&amp;h=509&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 53vh, 119vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);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-e564704d-ee72-4d2a-b3f2-522089917dca\">\n<div class=\"fill\" style=\"background-color:rgba(201,24,74,0.5);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:9.46602%;top:16.01942%;width:85.67961%;height:13.26861%;opacity:1\">\n<div id=\"anim-178eba59-99ff-456c-8147-db14da0ba270\" 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-952081f1-21be-4b06-9775-bce7ea3a9342\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -290.51491%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.56657223796034% 0.56657223796034% 0.56657223796034% 0.56657223796034% \/ 2.4390243902439024% 2.4390243902439024% 2.4390243902439024% 2.4390243902439024%\" id=\"el-8ecb6db1-c9f2-4763-bb85-3ba74eca9b53\">\n<h2 id=\"2-unsupervised-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1394298866855524% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">2. Unsupervised Machine Learning<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:49.83819%;width:85.67961%;height:35.59871%;opacity:1\">\n<div id=\"anim-3a13a337-66f1-4830-a06a-59c9069b431e\" 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-999a9de2-f344-403a-83fe-45a0b47d8526\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -266.01009%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.56657223796034% 0.56657223796034% 0.56657223796034% 0.56657223796034% \/ 0.9090909090909091% 0.9090909090909091% 0.9090909090909091% 0.9090909090909091%\" id=\"el-d7950025-27d2-4422-aa84-506fcb59ffca\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6628895184135977% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"color: #fff\">It involves training machines using unlabelled datasets, and then machine predicts outcome (without supervision). The machine is trained to recognize patterns of objects.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-5339da21-7a91-4913-9d78-9538a6c595fd\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 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href=\"https:\/\/www.interviewbit.com\/blog\/types-of-machine-learning\/?utm_source=Ib&amp;utm_medium=types-of-machine-learning&amp;utm_campaign=webstories\" rel=\"\">Read More<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"c5932a30-dcd5-4c37-bf3b-7ce1e2efa63e\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-826e5212-2764-46ae-9f75-66aa46520355\",\"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-64cb547e-74ab-473b-8b3a-5452122b50cb\",\"keyframes\":{\"transform\":[\"translate3d(0px, -292.9539%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 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[data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(31.249999886225726%, 0, 0) translate(25%, 0%) scale(1.5)\",\"translate3d(0%, 0, 0) translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.14,.34,.47,.9)\",\"fill\":\"forwards\"}]<\/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:#f3f3f3\">\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 id=\"anim-3043adc4-647c-4ac2-b3bc-acb4ff4d63c4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\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-f35b4618-d680-4765-b972-9b65a643b5b0\">\n<div style=\"position:absolute;width:266.66667%;height:100%;left:-83.33334%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1583508915901-b5f84c1dcde1?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxNXx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTEw&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max\" alt=\"man in gray dress shirt sitting on chair in front of computer monitor\" srcSet=\"https:\/\/images.unsplash.com\/photo-1583508915901-b5f84c1dcde1?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxNXx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTEw&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=6000&amp;h=4000&amp;fit=max 6000w,https:\/\/images.unsplash.com\/photo-1583508915901-b5f84c1dcde1?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxNXx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTEw&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4800&amp;h=3200&amp;fit=max 4800w,https:\/\/images.unsplash.com\/photo-1583508915901-b5f84c1dcde1?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxNXx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTEw&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3600&amp;h=2400&amp;fit=max 3600w,https:\/\/images.unsplash.com\/photo-1583508915901-b5f84c1dcde1?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxNXx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTEw&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2400&amp;h=1600&amp;fit=max 2400w,https:\/\/images.unsplash.com\/photo-1583508915901-b5f84c1dcde1?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxNXx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTEw&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1200&amp;h=800&amp;fit=max 1200w,https:\/\/images.unsplash.com\/photo-1583508915901-b5f84c1dcde1?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxNXx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTEw&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(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);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-0436c217-eff4-400f-b5f3-0f7b3ba97871\">\n<div class=\"fill\" style=\"background-color:rgba(201,24,74,0.5);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:16.34304%;width:86.40777%;height:13.26861%;opacity:1\">\n<div id=\"anim-826e5212-2764-46ae-9f75-66aa46520355\" 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-64cb547e-74ab-473b-8b3a-5452122b50cb\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -292.9539%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5617977528089888% 0.5617977528089888% 0.5617977528089888% 0.5617977528089888% \/ 2.4390243902439024% 2.4390243902439024% 2.4390243902439024% 2.4390243902439024%\" id=\"el-7a1c498e-2aae-4028-a97b-40c7c2186f0a\">\n<h2 id=\"3-semi-supervised-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13825491573033707% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">3. Semi-Supervised Machine Learning<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:49.83819%;width:84.95146%;height:35.59871%;opacity:1\">\n<div id=\"anim-ec99bb98-c5f1-4e34-bf39-8dce8f64c7e4\" 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-36d88276-64bb-42ad-bcaa-515f74abc589\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -266.01009%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.9090909090909091% 0.9090909090909091% 0.9090909090909091% 0.9090909090909091%\" id=\"el-7cbe63a3-d2a9-44ee-9294-63419067274d\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6685714285714285% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"color: #fff\">It involves training machines using both labeled and unlabelled datasets. Therefore, it serves as an intermediate layer between supervised and unsupervised learning.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-11905f15-a6e1-4923-b588-85de48a1dac6\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 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href=\"https:\/\/www.interviewbit.com\/blog\/types-of-machine-learning\/?utm_source=Ib&amp;utm_medium=types-of-machine-learning&amp;utm_campaign=webstories\" rel=\"\">Read More<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"59648b7b-0c10-472f-b028-64381c1481fa\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d263d8fc-2802-4b2c-8e4f-23f5dd57027f\",\"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-f98325b8-c9ea-40d3-9d34-1feb4791e58f\",\"keyframes\":{\"transform\":[\"translate3d(0px, -296.61246%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-dd815175-86d9-4e15-b3ae-c9c18b9a8e28\",\"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-29e5bf34-f4c0-4889-9b9f-7b1b27bca0cd\",\"keyframes\":{\"transform\":[\"translate3d(0px, -266.46463%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-ee7e907a-5e5e-4595-8397-22570eb08ad9 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style=\"position:absolute;width:118.57814%;height:100%;left:-9.28907%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1580894899378-92e56886cd4d?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw2MHx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTUz&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5304&amp;h=7952&amp;fit=max\" alt=\"man in pink button up shirt sitting beside woman in blue and black shirt\" srcSet=\"https:\/\/images.unsplash.com\/photo-1580894899378-92e56886cd4d?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw2MHx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTUz&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=5304&amp;h=7952&amp;fit=max 5304w,https:\/\/images.unsplash.com\/photo-1580894899378-92e56886cd4d?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw2MHx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTUz&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4243&amp;h=6361&amp;fit=max 4243w,https:\/\/images.unsplash.com\/photo-1580894899378-92e56886cd4d?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw2MHx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTUz&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3182&amp;h=4771&amp;fit=max 3182w,https:\/\/images.unsplash.com\/photo-1580894899378-92e56886cd4d?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw2MHx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTUz&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2121&amp;h=3180&amp;fit=max 2121w,https:\/\/images.unsplash.com\/photo-1580894899378-92e56886cd4d?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw2MHx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTUz&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1060&amp;h=1589&amp;fit=max 1060w,https:\/\/images.unsplash.com\/photo-1580894899378-92e56886cd4d?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw2MHx8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NTE3MTUz&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=510&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 53vh, 119vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);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-797d9e93-9457-4e1b-b291-fa258c04f11b\">\n<div class=\"fill\" style=\"background-color:rgba(201,24,74,0.5);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:16.82848%;width:86.40777%;height:13.26861%;opacity:1\">\n<div id=\"anim-d263d8fc-2802-4b2c-8e4f-23f5dd57027f\" 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-f98325b8-c9ea-40d3-9d34-1feb4791e58f\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -296.61246%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5617977528089888% 0.5617977528089888% 0.5617977528089888% 0.5617977528089888% \/ 2.4390243902439024% 2.4390243902439024% 2.4390243902439024% 2.4390243902439024%\" id=\"el-9521998a-3a0d-45f5-b847-a45f67ecc5b0\">\n<h2 id=\"4-reinforcement-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13825491573033707% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">4. Reinforcement Learning<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:50%;width:84.95146%;height:35.59871%;opacity:1\">\n<div id=\"anim-dd815175-86d9-4e15-b3ae-c9c18b9a8e28\" 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-29e5bf34-f4c0-4889-9b9f-7b1b27bca0cd\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -266.46463%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.9090909090909091% 0.9090909090909091% 0.9090909090909091% 0.9090909090909091%\" id=\"el-32ca8626-54b5-43a4-97b6-0c0e3117794b\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6685714285714285% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"color: #fff\">A third-party agent (software) trains the model with hit-and-trial and improves its performance by learning from mistakes. Thus, it improves the machine&#8217;s performance.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-64f0cf5b-d094-4a3f-a889-8a6a84877d81\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-7841c63b-2926-47f6-bbe4-7d4ca1b99297\",\"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-ee79b388-bf7e-48f6-81ee-65eafbac5fbe\",\"keyframes\":{\"transform\":[\"translate3d(0px, -231.86909%, 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-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-3d308f09-6b7f-4dac-8707-13da3ac7085b [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(31.225066375436132%, 0, 0) translate(25%, 0%) scale(1.5)\",\"translate3d(0%, 0, 0) translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.14,.34,.47,.9)\",\"fill\":\"forwards\"}]<\/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:#f3f3f3\">\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 id=\"anim-3d308f09-6b7f-4dac-8707-13da3ac7085b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\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-1dcabe56-8396-4f79-a746-181ea8ee0c35\">\n<div 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class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);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-cc37024e-f5c9-45f3-b1fc-3d6ddf052868\">\n<div class=\"fill\" style=\"background-color:rgba(201,24,74,0.5);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:9.87055%;width:86.40777%;height:20.22654%;opacity:1\">\n<div id=\"anim-4b57ccb7-dcdc-44e7-9662-820adfe50cdc\" 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-1d6f4ace-646e-4555-bf18-18ce812485b5\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -194.57777%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5617977528089888% 0.5617977528089888% 0.5617977528089888% 0.5617977528089888% \/ 1.6% 1.6% 1.6% 1.6%\" id=\"el-d6dd3a32-3a74-41f4-9dbf-0332ebdf88a9\">\n<h2 id=\"types-of-reinforcement-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13825491573033707% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Types of Reinforcement Learning<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:8.00971%;top:45.79288%;width:84.95146%;height:41.74757%;opacity:1\">\n<div id=\"anim-7841c63b-2926-47f6-bbe4-7d4ca1b99297\" 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-ee79b388-bf7e-48f6-81ee-65eafbac5fbe\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -231.86909%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.7751937984496124% 0.7751937984496124% 0.7751937984496124% 0.7751937984496124%\" id=\"el-4661c22c-6637-49e7-9674-aed9476ae70b\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6685714285714285% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">1. Positive:&nbsp;<\/span><\/p>\n<p><span style=\"color: #fff\">It occurs when an event takes place because of a particular behavior, which increases its strength and frequency and leads to +ve impact on behavior.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-5a4f926a-dc4f-49dd-a1e8-22b7a2b10cd6\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-5885ac5c-c151-4951-8285-bf1f77d31f3e [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate3d(28.90624987200394%, 0, 0) translate(25%, 0%) scale(1.5)\",\"translate3d(0%, 0, 0) translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.14,.34,.47,.9)\",\"fill\":\"forwards\"}]<\/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 id=\"anim-5885ac5c-c151-4951-8285-bf1f77d31f3e\" class=\"animation-wrapper\" 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1036w,https:\/\/images.unsplash.com\/photo-1531497865144-0464ef8fb9a9?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw4M3x8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NjkwMjA4&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=255&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 107vh, 238vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-13.83495%;top:39.80583%;width:139.56311%;height:59.54693%;transform:rotate(10deg);opacity:1\">\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:0.5714285714285714% 0.5714285714285714% 0.5714285714285714% 0.5714285714285714% \/ 0.9090909090909091% 0.9090909090909091% 0.9090909090909091% 0.9090909090909091%\" id=\"el-1b78cbee-74d0-4ece-8d3d-589404df0fef\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6685714285714285% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">2. Negative:&nbsp;<\/span><\/p>\n<p><span style=\"color: #fff\">Negative reinforcement involves removing a negative condition to strengthen behavior. It improves the specific behavior<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-ae40af70-da94-4b1d-ad64-befe800a9787\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 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3430w,https:\/\/images.unsplash.com\/photo-1497091071254-cc9b2ba7c48a?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw0MHx8cmVzdW1lfGVufDB8fHx8MTY2NjA2MjgxNA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=2572&amp;h=1708&amp;fit=max 2572w,https:\/\/images.unsplash.com\/photo-1497091071254-cc9b2ba7c48a?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw0MHx8cmVzdW1lfGVufDB8fHx8MTY2NjA2MjgxNA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=1715&amp;h=1139&amp;fit=max 1715w,https:\/\/images.unsplash.com\/photo-1497091071254-cc9b2ba7c48a?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw0MHx8cmVzdW1lfGVufDB8fHx8MTY2NjA2MjgxNA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=857&amp;h=569&amp;fit=max 857w,https:\/\/images.unsplash.com\/photo-1497091071254-cc9b2ba7c48a?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw0MHx8cmVzdW1lfGVufDB8fHx8MTY2NjA2MjgxNA&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=340&amp;h=226&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 121vh, 268vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:linear-gradient(0.5turn, rgba(0,0,0,0) 40%, rgba(0,0,0,0.5) 100%)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:linear-gradient(0.5turn, rgba(0,0,0,0) 40%, rgba(0,0,0,0.5) 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:4.85437%;top:4.36893%;width:19.66019%;height:45.79288%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-767928e9-9468-438e-bb74-51804c911c2c\">\n<h1 id=\"\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:49.876543209876516% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:3.268608em;line-height:1;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">\u201c<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:7.28155%;top:47.24919%;width:179.36893%;height:4.36893%;transform:rotate(270deg);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-c189f7a2-ccce-408a-95ed-7359e651e06d\">\n<div class=\"fill\" style=\"background-color:#c9184a;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:5.82524%;top:27.34628%;width:76.94175%;height:45.14563%;opacity:1\">\n<div id=\"anim-fa0abbf5-0bbc-4aca-ac44-7af27853cd56\" 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-5358396f-8ddd-406d-9d91-0bd9508f0833\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -181.08324%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-54cdc3d5-2ac7-4aa9-9aa7-364e59edb3df\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.4195583596214498% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.728155em;line-height:1.2;text-align:initial;padding:0;color:#000000\"><span><span style=\"color: #fff\">Explore ML Types in detail with their Applications.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:33.73786%;top:85.43689%;width:48.54369%;height:5.66343%;opacity:1\">\n<div id=\"anim-7c350c5f-e612-468a-ab5f-2c61393b29d2\" 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-d0b2aaa6-19e5-40a8-8ea1-1cb19d6fdfe7\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -1772.06357%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1% 1% 1% 1% \/ 5.714285714285714% 5.714285714285714% 5.714285714285714% 5.714285714285714%\" id=\"el-83d740a7-250d-49cb-b7d9-9712d7d52b7d\">\n<h2 id=\"click-here\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.2109375% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #c9184a\">Click Here&#8230;<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:-0.72816%;top:-6.47249%;width:43.68932%;height:9.70874%;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-499f4e5c-961c-4804-8c90-d8db60a5239a\">\n<div style=\"position:absolute;width:100.28251%;height:100%;left:-0.14125%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 20vh, 44vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2022\/05\/BLOG-CREATIVE-COVER-RECREATED-03-2048x1001.png\"><a href=\"https:\/\/www.interviewbit.com\/blog\/types-of-machine-learning\/?utm_source=Ib&amp;utm_medium=types-of-machine-learning&amp;utm_campaign=webstories\" rel=\"\">SWIPE UP<\/a><\/amp-story-page-outlink><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"The purpose of this web story is to provide insight into the types of machine learning and to give you an idea of their functionality.\n","protected":false},"author":21,"featured_media":14400,"template":"","meta":{"_daextam_enable_autolinks":"","web_stories_products":[],"web_stories_publisher_logo":1082,"web_stories_poster":[]},"web_story_category":[1950],"web_story_tag":[1777,1985],"amp_enabled":false,"story_data":{"version":43,"pages":[{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"x":48,"y":0,"width":330,"height":494,"mask":{"type":"rectangle"},"isBackground":true,"type":"image","id":"f83308b3-5f28-4573-825a-ab927f2d51f6","basedOn":"8fe4f619-7591-4389-b43e-d196bd3f5eb1","scale":100,"focalX":50,"focalY":50,"resource":{"baseColor":"#f3d9d9","blurHash":"LhHn?As.S5WB01RkjZRj?ajuM{of","type":"image","mimeType":"image\/jpeg","creationDate":"2020-02-07T15:17:48Z","src":"https:\/\/images.unsplash.com\/photo-1581087724844-037b13e16b0b?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw5N3x8c29mdHdhcmUlMjBkZXZlbG9wZXJ8ZW58MHx8fHwxNjY4NjkwMjA4&ixlib=rb-4.0.3&fm=jpg&w=6630&h=9940&fit=max","width":6630,"height":9940,"id":"media\/unsplash:3cx_tx4h9oI","alt":"woman 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