{"id":18336,"date":"2025-01-13T06:12:30","date_gmt":"2025-01-13T06:12:30","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=18336"},"modified":"2025-01-13T06:12:31","modified_gmt":"2025-01-13T06:12:31","slug":"machine-learning-engineer-skills","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/machine-learning-engineer-skills\/","title":{"rendered":"Machine Learning Engineer Skills"},"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=Teko%3Awght%40400%3B700&amp;family=Hind&amp;family=Roboto\" rel=\"stylesheet\"\/><link 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margin-bottom: 16px;\n                text-align: center;\n              }<\/p>\n<p>              amp-story-audio-sticker {\n                height: 100%;\n              }<\/p>\n<p>              .audio-sticker {\n                font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;\n              }\n              <\/style>\n<p><meta name=\"web-stories-replace-head-start\"\/><title>Machine Learning Engineer Skills<\/title><link rel=\"canonical\" href=\"https:\/\/pickl.ai\/blog\/?post_type=web-story&amp;p=18336\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Pickl.AI\" publisher-logo-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/01\/cropped-cropped-favicon.png\" title=\"Machine Learning Engineer Skills\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/cropped-Edit-Story-Machine-learning-engineer-skills-\u2039-Pickl-AI-\u2014-WordPress-01-13-2025_11_39_AM-1.png\"><amp-story-page id=\"2572f4a4-bb11-47e2-9f77-b8371aeabe49\" 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:#080d15\">\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-5e0a9de6-0c71-42fb-8d26-7beb33ce55c0\">\n<div style=\"position:absolute;width:266.73335%;height:100%;left:-53.0426%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3.jpg\" alt=\"person-using-ar-technology-perform-their-occupation (3)\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3.jpg 2000w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-1536x1024.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-1160x773.jpg 1160w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-1024x682.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-800x533.jpg 800w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-768x512.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-550x367.jpg 550w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-380x253.jpg 380w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-300x200.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-255x170.jpg 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-200x133.jpg 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-150x100.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/person-using-ar-technology-perform-their-occupation-3-110x73.jpg 110w\" sizes=\"(min-width: 1024px) 120vh, 267vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,15,44,0.32)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,15,44,0.32)\"><\/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:11.65049%;top:48.86731%;width:76.69903%;height:41.42395%;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-9fc66e49-85dd-477d-8bb9-30ae259bc7fe\">\n<h1 id=\"master-machine-learning\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:9.649367088607594% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:1.423948em;line-height:0.74;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff7e1\">Master Machine Learning<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:85.76052%;width:76.69903%;height:9.2233%;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-6011c645-fc47-4cd1-945c-0a511154d682\">\n<h2 id=\"top-skills-for-success-in-ai\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:4.386075949367088% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.647249em;line-height:0.74;text-align:left;padding:0;color:#000000\"><span><span style=\"color: rgba(255,247,225,0.8)\">Top Skills for Success in AI<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;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-233cdb37-d9ef-4263-bf25-dc1ab331c9e7\">\n<div style=\"position:absolute;width:100.52775%;height:100%;left:-0.26387%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-200x69.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-a4ce311b-2c1a-4762-bf9e-51817fd04349 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"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:#233857\">\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-a4ce311b-2c1a-4762-bf9e-51817fd04349\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div 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Software development and programming concept, ideal for illustrating IT work and digital technology\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/09\/cropped-closeup-hands-typing-laptop-with-colorful-code-screen-dark-environment-software-development-programming-concept-ideal-illustrating-it-work-digital-technology-scaled-1.jpg 640w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/09\/cropped-closeup-hands-typing-laptop-with-colorful-code-screen-dark-environment-software-development-programming-concept-ideal-illustrating-it-work-digital-technology-scaled-1-550x733.jpg 550w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/09\/cropped-closeup-hands-typing-laptop-with-colorful-code-screen-dark-environment-software-development-programming-concept-ideal-illustrating-it-work-digital-technology-scaled-1-380x506.jpg 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200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/09\/cropped-closeup-hands-typing-laptop-with-colorful-code-screen-dark-environment-software-development-programming-concept-ideal-illustrating-it-work-digital-technology-scaled-1-150x200.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/09\/cropped-closeup-hands-typing-laptop-with-colorful-code-screen-dark-environment-software-development-programming-concept-ideal-illustrating-it-work-digital-technology-scaled-1-110x147.jpg 110w\" sizes=\"(min-width: 1024px) 60vh, 133vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/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:11.65049%;top:62.94498%;width:76.69903%;height:18.12298%;opacity:1\">\n<div id=\"anim-a361f15d-95a8-4edb-9828-6a9ad79b7d7a\" 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-9c2b3738-82f4-4876-9394-5708518666ca\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-115.18988%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-b4571f66-24f3-4908-8c18-8ac378735fb9\">\n<h2 id=\"programming-proficiency\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.866455696202532% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.841424em;line-height:0.72;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Programming Proficiency<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:79.44984%;width:76.69903%;height:11.8123%;opacity:1\">\n<div id=\"anim-1547761d-715c-49d3-a76d-e71637cb71a6\" 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-5e77a67e-483f-498c-aa49-2642c47d03b8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(115.18987%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-002f9bfc-2f7a-45b0-b900-78251f2746f1\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.0851265822784806% 0;font-family:&quot;Hind&quot;,sans-serif;font-size:0.291262em;line-height:1.22;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #888\">Master languages like Python and R for effective data manipulation and model building.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;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-a487a4c7-25d8-4cf1-8b7c-f07aa3dee367\">\n<div style=\"position:absolute;width:100.52775%;height:100%;left:-0.26387%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-110x38.png 110w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"2291d1fe-a6a9-431b-a858-b4f63a4cec03\" 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-657fa10e-156b-4115-b7ca-3218b1718c78\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1100,\"duration\":800,\"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-d8758e72-2eec-4b48-afda-85504f4b29cc\",\"keyframes\":{\"transform\":[\"translate3d(115.18987%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":1100,\"duration\":800,\"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:#040405\">\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-93dc63d6-df37-4043-a385-477773e90b27\" 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-ea4195eb-8ab4-4806-9c32-df2ff93738e9\">\n<div style=\"position:absolute;width:533.86721%;height:100%;left:-216.9336%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/Common-Algorithms-in-Predictive-Modelling.jpg\" alt=\"Common Algorithms in Predictive Modelling\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/Common-Algorithms-in-Predictive-Modelling.jpg 1000w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/12\/Common-Algorithms-in-Predictive-Modelling-800x266.jpg 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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:11.65049%;top:62.94498%;width:76.69903%;height:18.12298%;opacity:1\">\n<div id=\"anim-3476610b-dbc3-4422-9399-d8a048e44e51\" 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-9e919248-5d44-4ff4-b0ef-e9c519e03d48\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-115.18988%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-83e3db48-c113-4d19-80fe-707c0d114b8e\">\n<h2 id=\"understanding-algorithms\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.866455696202532% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.841424em;line-height:0.72;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Understanding Algorithms<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:79.44984%;width:76.69903%;height:15.37217%;opacity:1\">\n<div id=\"anim-657fa10e-156b-4115-b7ca-3218b1718c78\" 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-d8758e72-2eec-4b48-afda-85504f4b29cc\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(115.18987%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-2415a0af-9f3d-4964-b80d-5c514d383a40\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.0851265822784806% 0;font-family:&quot;Hind&quot;,sans-serif;font-size:0.291262em;line-height:1.22;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #888\">Familiarize yourself with supervised, unsupervised, and reinforcement learning algorithms for various applications.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;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-45be1086-2ecd-4bbc-b848-e8b1bdbd4433\">\n<div style=\"position:absolute;width:100.52775%;height:100%;left:-0.26387%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-110x38.png 110w\" sizes=\"(min-width: 1024px) 13vh, 28vw\" 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0)\"]},\"delay\":1100,\"duration\":800,\"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-68d8827f-4897-4da3-8e12-9d0e466062e1\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1000,\"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-a7bcfc6e-c574-46ab-815b-cc3c546d6e79\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1100,\"duration\":600,\"easing\":\"cubic-bezier(0.4, 0.4, 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:#05101e\">\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-8fc4470a-4c17-4e7c-a301-00303c893ed6\" 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-14122cc0-49a1-4e71-9b4b-6b701211a9aa\">\n<div style=\"position:absolute;width:316.04939%;height:100%;left:-82.56173%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-scaled.jpg\" alt=\"cloud-computing-cyber-security\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-2048x1152.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-1536x864.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-1160x653.jpg 1160w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-1024x576.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-800x450.jpg 800w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-768x432.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-550x309.jpg 550w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-380x214.jpg 380w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-300x169.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-255x143.jpg 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-200x113.jpg 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-150x84.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/12\/cloud-computing-cyber-security-110x62.jpg 110w\" sizes=\"(min-width: 1024px) 143vh, 317vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/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:11.65049%;top:62.94498%;width:76.69903%;height:18.12298%;opacity:1\">\n<div id=\"anim-61a3aae3-b142-42f2-9089-8367abb965e9\" 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-8eeee17d-021e-4c27-ab3e-15ef070326af\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-115.18988%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-764fcd1b-b491-4e6a-8e87-39bfd39e8553\">\n<h2 id=\"data-handling-skills\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.866455696202532% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.841424em;line-height:0.72;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Data Handling Skills<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:79.44984%;width:76.69903%;height:11.8123%;opacity:1\">\n<div id=\"anim-8c994616-f353-4f02-b0f7-95703d98c6e1\" 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-741a341d-81a5-4047-8588-93b3a0c1ef9b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(115.18987%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-8b97b868-0c35-4ba2-b755-51141edfb165\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.0851265822784806% 0;font-family:&quot;Hind&quot;,sans-serif;font-size:0.291262em;line-height:1.22;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #888\">Learn data cleaning, preprocessing, and feature engineering to enhance dataset quality and model accuracy.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;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-b0e2f3f3-c436-4373-b557-62c89d5391a0\">\n<div style=\"position:absolute;width:100.52775%;height:100%;left:-0.26387%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png 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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:7.017543859649122% 7.017543859649122% 7.017543859649122% 7.017543859649122% \/ 36.36363636363637% 36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-7c35fb56-e5ba-4dd8-acbc-b9b633108353\">\n<div class=\"fill\" style=\"background-color:#0373ff;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:39.07767%;top:94.82201%;width:22.08738%;height:3.8835%;opacity:1\">\n<div id=\"anim-a7bcfc6e-c574-46ab-815b-cc3c546d6e79\" 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;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-dd576ebb-e90e-4cd7-820d-30caded04fd6\"><a href=\"https:\/\/pickl.ai\/blog\/what-is-data-cleaning-in-machine-learning\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/09\/data-real.jpg\" data-tooltip-text=\"Data Cleaning in Machine Learning: What You Need to Know\" target=\"_blank\" rel=\"noreferrer\" 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:5.168269230769231% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:0.5;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<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"6f8e9640-a95c-49a7-b5ed-af4a96ef5f8a\" 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150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/obsolete-computer-chip-futuristic-data-order-control-generated-by-ai-110x63.jpg 110w\" sizes=\"(min-width: 1024px) 140vh, 312vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/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:11.65049%;top:62.94498%;width:76.69903%;height:18.12298%;opacity:1\">\n<div id=\"anim-eee2fed9-7125-4298-ad82-7c8633b22991\" 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-76bb6c02-4978-4e36-a16b-295a228af594\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-115.18988%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-b64118b9-5ccb-458a-b3f4-bb5d913acf7c\">\n<h2 id=\"statistical-knowledge\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.866455696202532% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.841424em;line-height:0.72;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Statistical Knowledge<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:79.44984%;width:76.69903%;height:11.8123%;opacity:1\">\n<div id=\"anim-64b9408a-7cfe-4900-bbb4-d508de4c547d\" 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-e6b30fea-c61a-4eb8-b936-e4274cbe5030\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(115.18987%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-d37d806e-be61-4aae-aede-cc6979ce6d23\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.0851265822784806% 0;font-family:&quot;Hind&quot;,sans-serif;font-size:0.291262em;line-height:1.22;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #888\">Grasp statistics for analyzing data distributions and making informed decisions based on model results.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;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-d9540e6e-5541-4d3a-b662-eccffa98636e\">\n<div style=\"position:absolute;width:100.52775%;height:100%;left:-0.26387%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-300x104.png 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type=\"application\/json\">[{\"selector\":\"#anim-a3a7f675-0773-4c27-b3c8-bd1772673d27\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1100,\"duration\":800,\"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-748a7f94-d5ad-4ecc-a1fb-6b0fe8778013\",\"keyframes\":{\"transform\":[\"translate3d(115.18987%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":1100,\"duration\":800,\"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-b7d85717-285d-4b41-b090-1699d93ab59f\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1000,\"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-0cb19ea3-c49c-4fc8-ac64-4f4c4550625d\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1100,\"duration\":600,\"easing\":\"cubic-bezier(0.4, 0.4, 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:#263641\">\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-a3eac307-3ce3-4f56-be1c-df473c4c29fe\" 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-3a4a257b-49e0-417a-8010-5007670de09e\">\n<div style=\"position:absolute;width:533.86721%;height:100%;left:-202.35027%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP.jpg\" alt=\"Types of Tokenizer in NLP\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP.jpg 1000w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP-800x266.jpg 800w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP-768x256.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP-550x183.jpg 550w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP-300x100.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP-255x85.jpg 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/Types-of-Tokenizer-in-NLP-150x50.jpg 150w\" sizes=\"(min-width: 1024px) 240vh, 533vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/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:11.65049%;top:56.47249%;width:76.69903%;height:24.27184%;opacity:1\">\n<div id=\"anim-a197a2fc-b566-43bb-beba-9930ba164337\" 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-4a77c27b-f313-468d-ac4a-834054ab1881\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-115.18988%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-19ea7237-3e5b-483c-abbf-045d84e89a05\">\n<h2 id=\"natural-language-processing\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.866455696202532% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.841424em;line-height:0.72;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Natural Language Processing<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:79.44984%;width:76.69903%;height:11.8123%;opacity:1\">\n<div id=\"anim-a3a7f675-0773-4c27-b3c8-bd1772673d27\" 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-748a7f94-d5ad-4ecc-a1fb-6b0fe8778013\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(115.18987%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-aadf452e-e8ac-4887-9b33-648a2af8e908\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.0851265822784806% 0;font-family:&quot;Hind&quot;,sans-serif;font-size:0.291262em;line-height:1.22;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #888\">Develop skills in NLP for analyzing and generating human language in applications like chatbots.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;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-302b4486-8af5-4111-aaef-b5702dcbeb2e\">\n<div style=\"position:absolute;width:100.52775%;height:100%;left:-0.26387%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-200x69.png 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id=\"el-e9cda31c-f19e-428e-bd4e-2be54fb19e68\">\n<div class=\"fill\" style=\"background-color:#0373ff;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:38.83495%;top:94.98382%;width:22.08738%;height:3.8835%;opacity:1\">\n<div id=\"anim-0cb19ea3-c49c-4fc8-ac64-4f4c4550625d\" 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;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-1ed061b1-b4b9-4b62-9710-7fef9ec2d9cd\"><a href=\"https:\/\/pickl.ai\/blog\/introduction-to-natural-language-processing\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/03\/image1.jpg\" data-tooltip-text=\"An Introduction to Natural Language Processing- Pickl.AI\" target=\"_blank\" rel=\"noreferrer\" 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:5.168269230769231% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:0.5;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<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e50ed442-c235-4921-9eba-cfc5cfc6e990\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-f378a698-676d-422d-b039-7966d605d136 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-4577c431-d89f-42e1-824b-7dc9b7d945a9\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":1500,\"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-d2688b19-66a7-4363-b43a-055ede7b8a0e\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":1500,\"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-4b8aa77e-d964-4ac7-9eb4-e61af2d83dc4\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1100,\"duration\":800,\"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-6f674407-8803-4b69-9dd6-794d13cb410a\",\"keyframes\":{\"transform\":[\"translate3d(115.18987%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":1100,\"duration\":800,\"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:#120d08\">\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-f378a698-676d-422d-b039-7966d605d136\" 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-92bb1b3f-629f-49eb-aa89-3dc84304c3f5\">\n<div style=\"position:absolute;width:311.08074%;height:100%;left:-105.54037%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/teamwork-shapes-success-with-vibrant-ideas-glowing-creativity-generated-by-ai-scaled.jpg\" alt=\"teamwork-shapes-success-with-vibrant-ideas-glowing-creativity-generated-by-ai\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/teamwork-shapes-success-with-vibrant-ideas-glowing-creativity-generated-by-ai-scaled.jpg 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150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/teamwork-shapes-success-with-vibrant-ideas-glowing-creativity-generated-by-ai-110x63.jpg 110w\" sizes=\"(min-width: 1024px) 140vh, 312vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/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:11.65049%;top:56.47249%;width:76.69903%;height:24.27184%;opacity:1\">\n<div id=\"anim-4577c431-d89f-42e1-824b-7dc9b7d945a9\" 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-d2688b19-66a7-4363-b43a-055ede7b8a0e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-115.18988%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-e3c9d76b-5404-462a-b778-9d1b78734bc1\">\n<h2 id=\"model-evaluation-techniques\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.866455696202532% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.841424em;line-height:0.72;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Model Evaluation Techniques<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:79.44984%;width:76.69903%;height:11.8123%;opacity:1\">\n<div id=\"anim-4b8aa77e-d964-4ac7-9eb4-e61af2d83dc4\" 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-6f674407-8803-4b69-9dd6-794d13cb410a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(115.18987%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-88b767ee-4c32-47e4-9dce-3b53d6eb9ea7\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.0851265822784806% 0;font-family:&quot;Hind&quot;,sans-serif;font-size:0.291262em;line-height:1.22;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #888\">Understand metrics like accuracy, precision, and recall to evaluate model performance reliably.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;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-e87ae83e-4b4c-48dc-9713-bf994113cebf\">\n<div style=\"position:absolute;width:100.52775%;height:100%;left:-0.26387%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2025\/01\/pickl-new-logo-updated-white-300x104.png 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scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-274cba70-7b8e-49fb-978c-7fb804b685b9\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":1500,\"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-acf9474e-da75-49e3-b63b-22b9a71c921f\",\"keyframes\":{\"transform\":[\"translate3d(-114.33022%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":1500,\"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-0d607298-b2ec-45b8-8753-f115384d6ea2\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":1100,\"duration\":800,\"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-60971386-c9fa-45cf-8e46-a531ee8ed81c\",\"keyframes\":{\"transform\":[\"translate3d(115.18987%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":1100,\"duration\":800,\"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:#3d5663\">\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-a2c5b62f-aa3f-429e-a9b2-b5ab58bb8a1a\" 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-0466e188-ef35-4f3f-921e-295632d46eed\">\n<div style=\"position:absolute;width:177.77778%;height:100%;left:-38.88889%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/07\/relationships-people-organization-structures-social-media-concepts-business-communication-technology-1-1.jpg\" alt=\"Hierarchical Clustering\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/07\/relationships-people-organization-structures-social-media-concepts-business-communication-technology-1-1.jpg 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200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/07\/relationships-people-organization-structures-social-media-concepts-business-communication-technology-1-1-150x150.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/07\/relationships-people-organization-structures-social-media-concepts-business-communication-technology-1-1-110x110.jpg 110w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/07\/relationships-people-organization-structures-social-media-concepts-business-communication-technology-1-1-96x96.jpg 96w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/07\/relationships-people-organization-structures-social-media-concepts-business-communication-technology-1-1-80x80.jpg 80w\" sizes=\"(min-width: 1024px) 80vh, 178vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,15,44,0.48)\"><\/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:11.16505%;top:62.94498%;width:77.91262%;height:18.12298%;opacity:1\">\n<div id=\"anim-274cba70-7b8e-49fb-978c-7fb804b685b9\" 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-acf9474e-da75-49e3-b63b-22b9a71c921f\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-114.33022%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-2475ef0f-3a23-49c0-b60a-7fdf36960b73\">\n<h2 id=\"communication-skills\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.775077881619939% 0;font-family:&quot;Teko&quot;,sans-serif;font-size:0.841424em;line-height:0.72;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Communication<\/span><span style=\"font-weight: 700; color: #fff\"> Skills<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:79.44984%;width:76.69903%;height:11.8123%;opacity:1\">\n<div id=\"anim-0d607298-b2ec-45b8-8753-f115384d6ea2\" 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-60971386-c9fa-45cf-8e46-a531ee8ed81c\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(115.18987%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-5b9925dc-e7b6-4aff-8110-945af7c8469c\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.0851265822784806% 0;font-family:&quot;Hind&quot;,sans-serif;font-size:0.291262em;line-height:1.22;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #888\">Enhance your ability to explain complex concepts clearly to non-technical stakeholders for effective collaboration.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:36.04369%;top:0;width:27.91262%;height:6.47249%;opacity:1\">\n<div 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