{"id":11060,"date":"2024-07-05T11:45:11","date_gmt":"2024-07-05T11:45:11","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=11060"},"modified":"2024-07-05T11:45:14","modified_gmt":"2024-07-05T11:45:14","slug":"machine-learning-projects-for-beginners","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/machine-learning-projects-for-beginners\/","title":{"rendered":"Machine Learning Projects for Beginners"},"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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style=\"position:absolute;pointer-events:none;left:18.20388%;top:5.82524%;width:63.59223%;height:30.74434%;opacity:1\">\n<div id=\"anim-e0b288cb-4016-41a4-8d05-806ebb07963a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-48570594-f599-4091-b810-6e83741738b0\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.48);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:54.36893%;width:66.01942%;height:24.11003%;opacity:1\">\n<div id=\"anim-986640aa-185c-46ef-b8cd-9435ea146ae8\" 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-2c84dd33-a47e-4101-b1c3-aca12724cdd0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.66595%, 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% \/ 1.342281879194631% 1.342281879194631% 1.342281879194631% 1.342281879194631%\" id=\"el-b30427d2-ac10-48a9-9c45-75041ec2803c\">\n<h3 id=\"train-a-model-to-predict-movie-ratings-based-on-user-reviews-use-libraries-like-scikit-learn-and-tensorflow\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Train a model to predict movie ratings based on user reviews. Use libraries like scikit-learn and TensorFlow.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:7.60518%;width:63.34951%;height:28.64078%;opacity:1\">\n<div id=\"anim-26f438ac-f789-4114-880c-9ce4200f50bb\" 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-2a381f41-67cd-4d71-a13c-6a61fdefba6b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -158.88261%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.1299435028248588% 1.1299435028248588% 1.1299435028248588% 1.1299435028248588%\" id=\"el-56517462-eb4d-4908-8fc6-014b516a38b0\">\n<h2 id=\"project-1-predicting-movie-ratings-learn-recommendation-systems\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Project 1: Predicting Movie Ratings: Learn recommendation systems<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;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-b14e8734-d60f-4d3b-a857-973a1fb53477\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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style=\"position:absolute;pointer-events:none;left:63.71359%;top:97.08738%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-d559e585-18d6-40d0-b863-029c85cd8a48\" 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-b6ecece5-5c5f-4faf-99f5-ec082b94cf72\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.94594%, 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-73cca1d0-e5f8-42f3-aa46-d1c469b08dfd\"><a href=\"https:\/\/pickl.ai\/blog\/top-11-machine-learning-projects-for-beginners\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/top-11-machine-learning-projects-for-beginners-scaled.jpg\" data-tooltip-text=\"Top 11 Machine Learning Projects For Beginners - Pickl.AI\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"985a4e06-db58-40da-b7b6-8fec34a0a15c\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b2a15613-950e-40f4-a9e6-db840f055c3b\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":150,\"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-4be21218-da1b-4724-98b9-9612258a014b\",\"keyframes\":{\"transform\":[\"translate3d(0px, 170.44127%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":150,\"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-7a75e4ea-a42d-48a4-858d-1d15a9b8cc7e\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.4, 0.4, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-46dc46b9-9472-4eb0-8a4f-e576e948f9bc\",\"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-0b86a3f8-8af4-480b-8b18-df7d57f49b90\",\"keyframes\":{\"transform\":[\"translate3d(0px, 190.12347%, 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-2b06619f-da52-4e32-b768-e137c692597c\",\"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-d3bf6b62-341b-4c63-ac0f-5f27b65a8b07\",\"keyframes\":{\"transform\":[\"translate3d(0px, -198.32289%, 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-5d6824d2-4a6f-4e5d-b859-70443b796fdc\",\"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-9c3cb1b4-20fc-4f14-be4a-ca9b7c4f5750\",\"keyframes\":{\"transform\":[\"translate3d(0px, 227.94594%, 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alt=\"selective focus photography of orange and white tabby cat\" srcSet=\"https:\/\/images.unsplash.com\/photo-1548546738-8509cb246ed3?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxjYXRzfGVufDB8fHx8MTcyMDE3OTU0N3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3181&amp;h=4771&amp;fit=max 3181w,https:\/\/images.unsplash.com\/photo-1548546738-8509cb246ed3?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxjYXRzfGVufDB8fHx8MTcyMDE3OTU0N3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2544&amp;h=3816&amp;fit=max 2544w,https:\/\/images.unsplash.com\/photo-1548546738-8509cb246ed3?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxjYXRzfGVufDB8fHx8MTcyMDE3OTU0N3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1908&amp;h=2862&amp;fit=max 1908w,https:\/\/images.unsplash.com\/photo-1548546738-8509cb246ed3?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxjYXRzfGVufDB8fHx8MTcyMDE3OTU0N3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1272&amp;h=1908&amp;fit=max 1272w,https:\/\/images.unsplash.com\/photo-1548546738-8509cb246ed3?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxjYXRzfGVufDB8fHx8MTcyMDE3OTU0N3ww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=636&amp;h=954&amp;fit=max 636w,https:\/\/images.unsplash.com\/photo-1548546738-8509cb246ed3?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw5fHxjYXRzfGVufDB8fHx8MTcyMDE3OTU0N3ww&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>\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:15.7767%;top:51.61812%;width:68.20388%;height:33.81877%;opacity:1\">\n<div id=\"anim-b2a15613-950e-40f4-a9e6-db840f055c3b\" 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-4be21218-da1b-4724-98b9-9612258a014b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 170.44127%, 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-01209247-5d63-46dc-9d43-8ea2bf843b9e\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.6);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:5.82524%;width:63.59223%;height:21.68285%;opacity:1\">\n<div id=\"anim-7a75e4ea-a42d-48a4-858d-1d15a9b8cc7e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-9cdcaf56-23c9-45fa-b319-7fb83b2d89fe\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.48);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.99029%;top:53.8835%;width:66.01942%;height:29.12621%;opacity:1\">\n<div id=\"anim-46dc46b9-9472-4eb0-8a4f-e576e948f9bc\" 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-0b86a3f8-8af4-480b-8b18-df7d57f49b90\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 190.12347%, 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% \/ 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112%\" id=\"el-78c7673f-64bd-4741-811c-812007e29b48\">\n<h3 id=\"build-an-image-classifier-to-distinguish-between-different-objects-like-cats-and-dogs-explore-libraries-like-opencv-and-keras\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Build an image classifier to distinguish between different objects like cats and dogs. Explore libraries like OpenCV and Keras.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:7.60518%;width:63.34951%;height:17.1521%;opacity:1\">\n<div id=\"anim-2b06619f-da52-4e32-b768-e137c692597c\" 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-d3bf6b62-341b-4c63-ac0f-5f27b65a8b07\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -198.32289%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.8867924528301887% 1.8867924528301887% 1.8867924528301887% 1.8867924528301887%\" id=\"el-b46a1464-0186-40a8-a450-4950dc734714\">\n<h2 id=\"project-2-image-classifier-identify-objects-in-pictures\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Project 2: Image Classifier: Identify objects in pictures<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;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-79be921c-c004-4a4a-a0a8-cd5c1e6ede9f\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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style=\"position:absolute;pointer-events:none;left:63.71359%;top:97.08738%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-5d6824d2-4a6f-4e5d-b859-70443b796fdc\" 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-9c3cb1b4-20fc-4f14-be4a-ca9b7c4f5750\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.94594%, 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-547f7ab7-7f97-4028-95a0-04cf6e3042eb\"><a href=\"https:\/\/pickl.ai\/blog\/top-11-machine-learning-projects-for-beginners\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/top-11-machine-learning-projects-for-beginners-scaled.jpg\" data-tooltip-text=\"Top 11 Machine Learning Projects For Beginners - Pickl.AI\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"d50ce19c-95ed-4a18-ada7-d29308469783\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-62b6c935-41d3-4df2-b9d2-7779ee8ac91c\",\"keyframes\":{\"transform\":[\"translate3d(0px, -172.18339%, 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-66c18844-a6a7-4209-93e6-3025a61698d8\",\"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-d939dbc7-ba13-425b-9315-cd657c313d73\",\"keyframes\":{\"transform\":[\"translate3d(0px, 227.94594%, 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alt=\"man reading newspaper in bulletin board\" srcSet=\"https:\/\/images.unsplash.com\/photo-1546422904-90eab23c3d7e?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxuZXdzfGVufDB8fHx8MTcyMDE3OTU4MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4592&amp;h=3056&amp;fit=max 4592w,https:\/\/images.unsplash.com\/photo-1546422904-90eab23c3d7e?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxuZXdzfGVufDB8fHx8MTcyMDE3OTU4MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=3673&amp;h=2444&amp;fit=max 3673w,https:\/\/images.unsplash.com\/photo-1546422904-90eab23c3d7e?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxuZXdzfGVufDB8fHx8MTcyMDE3OTU4MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2755&amp;h=1833&amp;fit=max 2755w,https:\/\/images.unsplash.com\/photo-1546422904-90eab23c3d7e?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxuZXdzfGVufDB8fHx8MTcyMDE3OTU4MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1836&amp;h=1222&amp;fit=max 1836w,https:\/\/images.unsplash.com\/photo-1546422904-90eab23c3d7e?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxuZXdzfGVufDB8fHx8MTcyMDE3OTU4MHww&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=918&amp;h=611&amp;fit=max 918w,https:\/\/images.unsplash.com\/photo-1546422904-90eab23c3d7e?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw0fHxuZXdzfGVufDB8fHx8MTcyMDE3OTU4MHww&amp;ixlib=rb-4.0.3&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>\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:15.7767%;top:52.42718%;width:68.20388%;height:32.36246%;opacity:1\">\n<div id=\"anim-0218264f-e882-4abc-a518-2cc4db75cc08\" class=\"animation-wrapper\" 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-7df03220-681a-4557-a5eb-3e76ba7e6c41\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.48);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:17.23301%;top:54.04531%;width:66.01942%;height:29.12621%;opacity:1\">\n<div id=\"anim-53dc6a4f-6e87-4d66-b6e0-25a8aa94849a\" 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-39a1166f-e6b1-4dde-b973-0602368efd8f\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 189.56792%, 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% \/ 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112%\" id=\"el-61ef884e-482b-4dfc-b59b-a0ed5ae4dba1\">\n<h3 id=\"train-a-model-to-identify-fake-news-articles-based-on-text-content-use-natural-language-processing-nlp-techniques\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Train a model to identify fake news articles based on text content. Use Natural Language Processing (NLP) techniques.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:7.44337%;width:63.34951%;height:23.13916%;opacity:1\">\n<div id=\"anim-bb6badd7-5282-4d79-aa58-ffc327e65c78\" 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-62b6c935-41d3-4df2-b9d2-7779ee8ac91c\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -172.18339%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.3986013986013985% 1.3986013986013985% 1.3986013986013985% 1.3986013986013985%\" id=\"el-c93f496c-6474-46bc-8ad5-687b68e6a01b\">\n<h2 id=\"project-3-fake-news-detector-fight-misinformation\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Project 3: Fake News Detector: Fight misinformation<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;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-294af490-1efa-4533-9d26-85868a9d53fe\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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style=\"position:absolute;pointer-events:none;left:63.71359%;top:97.08738%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-66c18844-a6a7-4209-93e6-3025a61698d8\" 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-d939dbc7-ba13-425b-9315-cd657c313d73\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.94594%, 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-c540abf5-28f5-4805-a656-a6de95d43b15\"><a href=\"https:\/\/pickl.ai\/blog\/top-11-machine-learning-projects-for-beginners\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/top-11-machine-learning-projects-for-beginners-scaled.jpg\" data-tooltip-text=\"Top 11 Machine Learning Projects For Beginners - Pickl.AI\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"6d1eadb1-890d-4008-8fcd-7ddfbddfbf63\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a5ed643e-47a8-4c4e-9cfc-6318e9c76c3a\",\"keyframes\":{\"transform\":[\"translate3d(0px, -158.88261%, 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-daa2b0aa-c319-4721-9fb7-0edf10b756fb\",\"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-38628739-ce07-4dee-94bd-f027142010ad\",\"keyframes\":{\"transform\":[\"translate3d(0px, 227.94594%, 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id=\"anim-9c73491e-85ef-45d9-8ab8-cc87307f2fe4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 220.28338%, 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% \/ 1.342281879194631% 1.342281879194631% 1.342281879194631% 1.342281879194631%\" id=\"el-d3b34fa4-e960-4576-a1ab-4403302a406d\">\n<h3 id=\"develop-a-model-to-recognize-handwritten-digits-from-the-mnist-dataset-learn-image-preprocessing-methods\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Develop a model to recognize handwritten digits from the MNIST dataset. Learn image preprocessing methods.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:7.60518%;width:63.34951%;height:28.64078%;opacity:1\">\n<div id=\"anim-3d138946-317e-4e4e-be43-668f965521ac\" 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-a5ed643e-47a8-4c4e-9cfc-6318e9c76c3a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -158.88261%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.1299435028248588% 1.1299435028248588% 1.1299435028248588% 1.1299435028248588%\" id=\"el-809093ac-6c7e-4056-a3a5-a620860aa025\">\n<h2 id=\"project-4-handwritten-digit-recognition-get-familiar-with-image-processing\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Project 4: Handwritten Digit Recognition: Get familiar with image processing<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;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-328f698a-3185-4816-b96e-0ea22d5ce61d\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" 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layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a7013e02-3c87-4b93-a990-42151ba95220\",\"keyframes\":{\"transform\":[\"translate3d(0px, 227.94594%, 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-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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-91a56684-8017-4b2b-8271-53459efe228c\">\n<div style=\"position:absolute;width:266.66667%;height:100%;left:-83.33334%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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4075w,https:\/\/images.unsplash.com\/photo-1682941664177-7920d0e59418?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMXx8Y2hhdGJvdHxlbnwwfHx8fDE3MjAwOTk0Nzd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2716&amp;h=1811&amp;fit=max 2716w,https:\/\/images.unsplash.com\/photo-1682941664177-7920d0e59418?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMXx8Y2hhdGJvdHxlbnwwfHx8fDE3MjAwOTk0Nzd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1358&amp;h=905&amp;fit=max 1358w,https:\/\/images.unsplash.com\/photo-1682941664177-7920d0e59418?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxMXx8Y2hhdGJvdHxlbnwwfHx8fDE3MjAwOTk0Nzd8MA&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>\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:15.7767%;top:50.16181%;width:68.20388%;height:28.80259%;opacity:1\">\n<div id=\"anim-fbb80769-9465-4a50-af28-06a802173a82\" 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-891ea2e2-9aa1-4ae3-909b-3a7dddaa7110\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 205.18103%, 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-d9783587-fdbc-45df-bbf5-f21df860e0f6\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.6);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:5.82524%;width:63.59223%;height:24.75728%;opacity:1\">\n<div id=\"anim-fe838cbb-9dea-49ef-b53c-ae2990d25601\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-15b89b13-be68-4fc2-8467-2910826c68ff\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.48);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:55.01618%;width:66.01942%;height:19.09385%;opacity:1\">\n<div id=\"anim-ea12ca4f-a94a-4c16-bea7-4147f0eebce7\" 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-c55b89c1-6c6f-4509-adaa-0d2c18f1053a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 284.08666%, 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% \/ 1.694915254237288% 1.694915254237288% 1.694915254237288% 1.694915254237288%\" id=\"el-3c41c81a-a565-4d5b-8c78-81c33de262c8\">\n<h3 id=\"create-a-basic-chatbot-that-can-answer-simple-questions-using-pre-defined-responses\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Create a basic chatbot that can answer simple questions using pre-defined responses.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:7.60518%;width:63.34951%;height:23.13916%;opacity:1\">\n<div id=\"anim-84fb9498-a605-481f-ae8b-8a46d03ccf15\" 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-f52ae009-586c-4450-a002-541787372328\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -172.88268%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 1.3986013986013985% 1.3986013986013985% 1.3986013986013985% 1.3986013986013985%\" id=\"el-f62c69c9-aea6-4f14-8906-c66ee9394d86\">\n<h2 id=\"project-5-chatbot-for-beginners-build-a-simple-interactive-agent\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Project 5: Chatbot for Beginners: Build a simple interactive agent<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;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-f778f330-4798-4564-ad13-711104b734c7\">\n<div style=\"position:absolute;width:100%;height:100.31801%;left:0%;top:-0.15901%\" data-leaf-element=\"true\"><amp-img 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style=\"position:absolute;pointer-events:none;left:63.71359%;top:97.08738%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-435875c6-e165-4898-b49f-cedee87efff0\" 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-a7013e02-3c87-4b93-a990-42151ba95220\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.94594%, 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-c5ca9a01-54e2-4616-8ca7-beb4c61a8ec0\"><a href=\"https:\/\/pickl.ai\/blog\/top-11-machine-learning-projects-for-beginners\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/10\/top-11-machine-learning-projects-for-beginners-scaled.jpg\" data-tooltip-text=\"Top 11 Machine Learning Projects For Beginners - Pickl.AI\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"ab00583b-c014-4564-b55f-2ec47814e3bf\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:15.7767%;top:46.1165%;width:68.20388%;height:33.81877%;opacity:1\">\n<div id=\"anim-f1e59075-60d8-4fd4-a69e-64125360b33c\" 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-287122c4-649c-4cfa-bb8f-9cf81f17ff3a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 186.70922%, 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-e9b81609-90f0-4a98-b7bf-3c532a3cec4d\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.6);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:5.82524%;width:63.59223%;height:10.67961%;opacity:1\">\n<div id=\"anim-bfd8b58f-cbdd-48ca-b816-c41a952c51b8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-3b2af9d8-632f-4cb8-8b91-4446662b2e14\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.48);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.99029%;top:48.38188%;width:66.01942%;height:29.12621%;opacity:1\">\n<div id=\"anim-ed53d345-7155-42d8-ad67-0b45a15a429b\" 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-c8613b53-192b-484e-866f-7ced49c72883\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 209.01236%, 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% \/ 1.1111111111111112% 1.1111111111111112% 1.1111111111111112% 1.1111111111111112%\" id=\"el-06d04679-b88d-4948-a83f-ea3f960f8d8e\">\n<h3 id=\"many-online-tutorials-and-courses-can-guide-you-through-these-projects-start-your-machine-learning-journey-now\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.12925091911764705% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.404531em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #fff\">Many online tutorials and courses can guide you through these projects. Start your Machine Learning journey now!<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:7.60518%;width:63.34951%;height:5.50162%;opacity:1\">\n<div id=\"anim-abab3c74-cd54-46c7-b532-a4dec8a6911e\" 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-6f626b49-bc12-41eb-a7be-1e7d3a277012\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -406.53589%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.7662835249042145% 0.7662835249042145% 0.7662835249042145% 0.7662835249042145% \/ 5.88235294117647% 5.88235294117647% 5.88235294117647% 5.88235294117647%\" id=\"el-f9204ad2-79c0-42e5-b61c-e3deaf18dc9b\">\n<h2 id=\"get-started-today\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10416666666666584% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.485437em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Get Started Today!<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.77184%;top:96.1165%;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-ff8e18a7-01d5-4579-8f90-efc18a3f1916\">\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:60.67961%;top:96.60194%;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-b1edaeee-87b4-4ba3-8493-12c9fc689abd\">\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:63.71359%;top:97.08738%;width:22.08738%;height:5.33981%;opacity:1\">\n<div id=\"anim-010aff5a-61a7-4843-9e76-877526286f21\" 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-ceea6869-f1cc-4cce-8e1b-8dc10bb0e1db\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 227.94594%, 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-96e5e604-c666-4597-b5b6-9baf95d82f26\"><a href=\"https:\/\/www.pickl.ai\/course\/free-machine-learning-certification-program\" data-tooltip-icon=\"https:\/\/www.pickl.ai\/backend\/uploads\/seoimages\/1689242330_og-pickl-logo.png\" data-tooltip-text=\"    Introduction to Machine Learning | Free ML Certification Course\n\" 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>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Dive into beginner-friendly Machine Learning projects! Explore movie ratings, image recognition &#038; more.\n","protected":false},"author":1,"featured_media":11065,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-11060","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Machine Learning Projects for Beginners - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Dive into beginner-friendly Machine Learning projects! 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