{"id":24298,"date":"2023-09-21T17:00:27","date_gmt":"2023-09-21T11:30:27","guid":{"rendered":"https:\/\/www.interviewbit.com\/blog\/?post_type=web-story&#038;p=24298"},"modified":"2023-10-26T17:19:25","modified_gmt":"2023-10-26T11:49:25","slug":"5-common-data-science-interview-mistakes-and-how-to-avoid-them","status":"publish","type":"web-story","link":"https:\/\/www.interviewbit.com\/blog\/web-stories\/5-common-data-science-interview-mistakes-and-how-to-avoid-them\/","title":{"rendered":"5 Common Data Science Interview Mistakes and How to Avoid Them"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link 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href=\"https:\/\/www.interviewbit.com\/blog\/web-stories\/5-common-data-science-interview-mistakes-and-how-to-avoid-them\/\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"InterviewBit\" publisher-logo-src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/cropped-tumblr-logo.png\" title=\"5 Common Data Science Interview Mistakes and How to Avoid Them\" poster-portrait-src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2023\/09\/cropped-Data-Science-Interview-Mistakes.jpg\"><amp-story-page id=\"519be69d-90cf-4272-8d5e-918dda225b61\" 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:#735959\">\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 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-76cf791c-4e11-4c2d-a2f2-08820fd66ad1\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.90291%;top:81.22977%;width:95.14563%;height:13.91586%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5102040816326531% 0.5102040816326531% 0.5102040816326531% 0.5102040816326531% \/ 2.3255813953488373% 2.3255813953488373% 2.3255813953488373% 2.3255813953488373%\" id=\"el-cf151aca-8261-43dd-a1e6-792420542ac5\">\n<h2 id=\"common-data-science-interview-mistakes\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.706281389508928% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.533981em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Common Data Science Interview Mistakes<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.39806%;top:76.21359%;width:45.14563%;height:28.15534%;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:1.0752688172043012% 1.0752688172043012% 1.0752688172043012% 1.0752688172043012% \/ 1.1494252873563218% 1.1494252873563218% 1.1494252873563218% 1.1494252873563218%\" id=\"el-d50f8a28-d509-4bbf-8b78-ae208bf38a10\">\n<h1 id=\"5\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:9.749375210013442% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:1.860841em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #b04c96\">5<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:19.90291%;top:94.82201%;width:75.48544%;height:5.82524%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6430868167202572% 0.6430868167202572% 0.6430868167202572% 0.6430868167202572% \/ 5.555555555555555% 5.555555555555555% 5.555555555555555% 5.555555555555555%\" id=\"el-583f2b6b-a327-4931-a548-ab89aeca65ee\">\n<h3 id=\"how-to-avoid-them\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.178280747588425% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.388350em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #b04c96\">How to Avoid Them?<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"f45319cc-a585-41da-8caf-cdc69b0f1fe0\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-641ef749-2109-477f-a59a-3f6bfc41f4a8\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":390,\"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-3b1ca318-6497-47ed-83ca-6b42abb8f112\",\"keyframes\":{\"transform\":[\"translate3d(-102.58397%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":390,\"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 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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:0;top:73.30097%;width:96.35922%;height:16.66667%;opacity:1\">\n<div id=\"anim-c571fd01-58a8-460a-92d5-f3b16a6bde88\" 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-ec70ea92-415f-477b-a040-b12ea03fa6bb\">\n<div class=\"fill\" style=\"background-color:rgba(176,76,150,0.4);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:66.01942%;width:93.93204%;height:7.28155%;opacity:1\">\n<div id=\"anim-641ef749-2109-477f-a59a-3f6bfc41f4a8\" 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-3b1ca318-6497-47ed-83ca-6b42abb8f112\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.58397%, 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-16824d39-6a2f-4539-b837-c71033529d43\">\n<h2 id=\"neglecting-fundamentals\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.5712057897286822% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Neglecting Fundamentals<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:75.88997%;width:90.29126%;height:11.48867%;opacity:1\">\n<div id=\"anim-d92f5fa4-4e87-496a-93ac-302bae7f2a9f\" 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-d2db4c10-f33e-4bf6-9090-13030c6373d2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.68817%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5376344086021506% 0.5376344086021506% 0.5376344086021506% 0.5376344086021506% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-376c4607-4394-4ea0-af70-96ae8749ba65\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07560483870967742% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Skipping the basics? Big mistake! Revise key concepts in statistics and machine learning before the interview.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:-6.6343%;width:42.96117%;height:9.54693%;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-3914d932-3b6e-41f3-ae54-33dcbae2c183\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 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4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-c4750916-2efd-4e0b-93d5-ef005727f00b\">\n<h1 id=\"1\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-5.671641791044771% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.970149253731343% 11.940298507462686%;color:#000000\"><span><span style=\"color: #b04c96\">1<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:91.26214%;width:100%;height:6.31068%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-c5c9906b-732b-42d5-8733-882f5e82ed7f\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.2145631067961167% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.8;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Looking for Data Science Interview Questions&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">to Prepare for?<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/11\/Automation-Testing-Tools.png\"><a href=\"https:\/\/www.interviewbit.com\/data-science-interview-questions\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=5-common-data-science-interview-mistakes-and-how-to-avoid-them\" rel=\"\">Click 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2188w,https:\/\/images.unsplash.com\/photo-1543269664-02e941c052f7?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNXx8cGVvcGxlJTIwd2l0aCUyMGxhcHRvcHN8ZW58MHx8fHwxNjg5NjgwMDM3fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1094&amp;h=729&amp;fit=max 1094w,https:\/\/images.unsplash.com\/photo-1543269664-02e941c052f7?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHwxNXx8cGVvcGxlJTIwd2l0aCUyMGxhcHRvcHN8ZW58MHx8fHwxNjg5NjgwMDM3fDA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 95vh, 212vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.7) 100%)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:73.30097%;width:96.35922%;height:16.66667%;opacity:1\">\n<div id=\"anim-c4a56424-493c-47a4-9a27-cceef48616a9\" 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-c745daf0-311e-4577-b73c-b2f227bb9f46\">\n<div class=\"fill\" style=\"background-color:rgba(176,76,150,0.4);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:-6.6343%;width:42.96117%;height:9.54693%;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-20f20941-f03a-40bf-8214-adeae6fd5afd\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:66.01942%;width:93.93204%;height:7.28155%;opacity:1\">\n<div id=\"anim-102b9cf6-956e-4862-bb30-f0834e677604\" 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-17832d90-6506-4b05-8398-9953aaaf2df9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.58397%, 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-9f2eda09-6aba-4f92-bbf5-81fe36c322d2\">\n<h2 id=\"forgetting-soft-skills\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.5712057897286822% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Forgetting Soft Skills<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:75.88997%;width:90.29126%;height:11.48867%;opacity:1\">\n<div id=\"anim-604c4d94-6d99-4b8e-be0a-c90ec8495fb0\" 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-5887e3eb-dbf2-43cd-9abd-25f138a02676\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.68817%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5376344086021506% 0.5376344086021506% 0.5376344086021506% 0.5376344086021506% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-e22a5e6c-5612-40c2-b8e2-00c4f8ef02ce\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07560483870967742% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Data science isn&#8217;t just about code. Remember to highlight your communication &amp; teamwork abilities too.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:56.79612%;width:16.26214%;height:7.76699%;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:2.9850746268656714% 2.9850746268656714% 2.9850746268656714% 2.9850746268656714% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-c7ccf848-3a68-458e-9a35-376303680432\">\n<h1 id=\"2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-5.671641791044771% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.970149253731343% 11.940298507462686%;color:#000000\"><span><span style=\"color: #b04c96\">2<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:91.26214%;width:100%;height:6.31068%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-4380b6d2-d252-4480-8924-d7e91314f57b\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.2145631067961167% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.8;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Looking for Data Science Interview Questions&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">to Prepare for?<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\"><a href=\"https:\/\/www.interviewbit.com\/data-science-interview-questions\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=5-common-data-science-interview-mistakes-and-how-to-avoid-them\" rel=\"\">Click here<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"e0d2c775-9d1d-4576-8419-40af1a6025dc\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-37539a23-0b46-4303-82cc-9b2c2b1bf53f\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":390,\"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 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0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-54fbb176-da08-4343-9014-0a8d7af16d97\">\n<h2 id=\"overlooking-company-research\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.5712057897286822% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Overlooking Company Research<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:75.88997%;width:90.29126%;height:11.48867%;opacity:1\">\n<div id=\"anim-e92c5a8c-5f58-4d85-8eac-4fa8bd6ca97d\" 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-f348b3d4-df01-4bd3-850a-c9ebc1c0d843\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.68817%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5376344086021506% 0.5376344086021506% 0.5376344086021506% 0.5376344086021506% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-5f872be5-d45d-42d4-9f10-9ce64089b1cd\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07560483870967742% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Don&#8217;t get caught off guard! Research the company thoroughly to tailor your answers and show genuine interest.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:56.79612%;width:16.26214%;height:7.76699%;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:2.9850746268656714% 2.9850746268656714% 2.9850746268656714% 2.9850746268656714% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-e5acabe7-68fd-46ce-81e8-5394dfc07e49\">\n<h1 id=\"3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-5.671641791044771% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.970149253731343% 11.940298507462686%;color:#000000\"><span><span style=\"color: #b04c96\">3<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:91.26214%;width:100%;height:6.31068%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-8e6b977f-7c3a-4588-9d31-75b41c48b1d5\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.2145631067961167% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.8;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Looking for Data Science Interview Questions&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">to Prepare 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style=\"background-color:rgba(176,76,150,0.4);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:-6.79612%;width:42.96117%;height:9.54693%;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-8f05227a-9150-40e9-a027-de187488aa0d\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.58397%, 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-668c9c67-a92e-4834-8210-82e2ae86e42e\">\n<h2 id=\"lack-of-project-insights\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.5712057897286822% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Lack of Project Insights<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:75.88997%;width:90.29126%;height:11.48867%;opacity:1\">\n<div id=\"anim-13facc61-e811-42a9-bf5d-33a6fff6f46c\" 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-5178b284-9091-4e48-a0fa-56f980673ddf\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.68817%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5376344086021506% 0.5376344086021506% 0.5376344086021506% 0.5376344086021506% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-1b66dc65-6538-4da1-8827-4a2a4fdb5ce6\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07560483870967742% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Failing to explain your projects? Provide clear explanations of your methodologies, results, and lessons learned.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:56.79612%;width:16.26214%;height:7.76699%;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:2.9850746268656714% 2.9850746268656714% 2.9850746268656714% 2.9850746268656714% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-dc36797b-7db2-4d58-9987-8896cd0322d8\">\n<h1 id=\"4\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-5.671641791044771% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.970149253731343% 11.940298507462686%;color:#000000\"><span><span style=\"color: #b04c96\">4<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:91.26214%;width:100%;height:6.31068%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-45901472-2c7f-460e-8f90-99e5d82e67d6\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.2145631067961167% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.8;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Looking for Data Science Interview Questions&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">to Prepare for?<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\"><a href=\"https:\/\/www.interviewbit.com\/data-science-interview-questions\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=5-common-data-science-interview-mistakes-and-how-to-avoid-them\" rel=\"\">Click here<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"9bafc22e-82a6-473d-a84d-1f11067cf3ab\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-442d0379-39f9-4d95-b1d8-b5b31feebbf1\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":390,\"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 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-35bf5d4d-2964-4003-8cd6-e09229e49d94\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":3000,\"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:#262626\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-abedbc9d-33fa-4eb9-9eef-b0676fcd6236\">\n<div style=\"position:absolute;width:266.64151%;height:100%;left:-51.84214%;top:0%\" data-leaf-element=\"true\"><amp-img 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3179w,https:\/\/images.unsplash.com\/photo-1543269664-76bc3997d9ea?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw0fHxzYWxhcnl8ZW58MHx8fHwxNjY1NDg4MDUz&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=2119&amp;h=1413&amp;fit=max 2119w,https:\/\/images.unsplash.com\/photo-1543269664-76bc3997d9ea?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw0fHxzYWxhcnl8ZW58MHx8fHwxNjY1NDg4MDUz&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=1059&amp;h=706&amp;fit=max 1059w,https:\/\/images.unsplash.com\/photo-1543269664-76bc3997d9ea?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHw0fHxzYWxhcnl8ZW58MHx8fHwxNjY1NDg4MDUz&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 80vh, 178vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, #000 100%)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, #000 100%)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:73.30097%;width:96.35922%;height:16.66667%;opacity:1\">\n<div id=\"anim-35bf5d4d-2964-4003-8cd6-e09229e49d94\" 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-0331c1d0-f29f-4c61-936f-bb123a8ff738\">\n<div class=\"fill\" style=\"background-color:rgba(176,76,150,0.4);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:-6.79612%;width:42.96117%;height:9.54693%;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-3a4f4b95-3f74-49fe-b8d4-caaea80b1fb8\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:91.26214%;width:100%;height:6.31068%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-917638cc-7f99-4b5d-aaf7-27395916e079\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.2145631067961167% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.8;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Looking for Data Science Interview Questions&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">to Prepare for?<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:66.01942%;width:93.93204%;height:7.28155%;opacity:1\">\n<div id=\"anim-442d0379-39f9-4d95-b1d8-b5b31feebbf1\" 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-7098eb0a-aeec-45e9-bdb5-e731116ac8ec\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.58397%, 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-a4d0b1be-3c1b-4f8b-80cb-31eb575461a0\">\n<h2 id=\"not-asking-questions\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.5712057897286822% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Not Asking Questions<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:75.88997%;width:90.29126%;height:11.48867%;opacity:1\">\n<div id=\"anim-a516e409-bd63-4bec-8d3f-e1ab43b653bf\" 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-38a6de6f-c179-4505-b200-378f111d1a49\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-102.68817%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5376344086021506% 0.5376344086021506% 0.5376344086021506% 0.5376344086021506% \/ 2.8169014084507045% 2.8169014084507045% 2.8169014084507045% 2.8169014084507045%\" id=\"el-e7a02aa4-d3ec-40e0-832e-53c070589848\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07560483870967742% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Leaving the interview without asking questions? Missed opportunity! Engage the interviewer with thoughtful queries.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:56.79612%;width:16.26214%;height:7.76699%;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:2.9850746268656714% 2.9850746268656714% 2.9850746268656714% 2.9850746268656714% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-46ff85a8-cd25-45c4-8eb3-f41166fc6294\">\n<h1 id=\"5-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-5.671641791044771% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.970149253731343% 11.940298507462686%;color:#000000\"><span><span style=\"color: #b04c96\">5<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\"><a href=\"https:\/\/www.interviewbit.com\/data-science-interview-questions\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=5-common-data-science-interview-mistakes-and-how-to-avoid-them\" rel=\"\">Click here<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"37fe3111-67e4-443f-928f-706f59affd5a\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-8804edd5-4204-4449-abdb-8737098059b3 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(24.88558371261062%, 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:#262640\">\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-8804edd5-4204-4449-abdb-8737098059b3\" 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-761119d8-741a-4a78-b4c9-c5c9ee029f4d\">\n<div style=\"position:absolute;width:142.22222%;height:100%;left:-0.09662%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1618477371303-b2a56f422d9e?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxMnx8c29mdHdhcmUlMjBkZXZlbG9wZXJzfGVufDB8fHx8MTY2Mjk3NTM1MQ&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=4000&amp;h=5000&amp;fit=max\" alt=\"person in black long sleeve shirt using macbook pro\" srcSet=\"https:\/\/images.unsplash.com\/photo-1618477371303-b2a56f422d9e?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxMnx8c29mdHdhcmUlMjBkZXZlbG9wZXJzfGVufDB8fHx8MTY2Mjk3NTM1MQ&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=4000&amp;h=5000&amp;fit=max 4000w,https:\/\/images.unsplash.com\/photo-1618477371303-b2a56f422d9e?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxMnx8c29mdHdhcmUlMjBkZXZlbG9wZXJzfGVufDB8fHx8MTY2Mjk3NTM1MQ&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=3200&amp;h=4000&amp;fit=max 3200w,https:\/\/images.unsplash.com\/photo-1618477371303-b2a56f422d9e?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxMnx8c29mdHdhcmUlMjBkZXZlbG9wZXJzfGVufDB8fHx8MTY2Mjk3NTM1MQ&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=2400&amp;h=3000&amp;fit=max 2400w,https:\/\/images.unsplash.com\/photo-1618477371303-b2a56f422d9e?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxMnx8c29mdHdhcmUlMjBkZXZlbG9wZXJzfGVufDB8fHx8MTY2Mjk3NTM1MQ&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=1600&amp;h=2000&amp;fit=max 1600w,https:\/\/images.unsplash.com\/photo-1618477371303-b2a56f422d9e?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxMnx8c29mdHdhcmUlMjBkZXZlbG9wZXJzfGVufDB8fHx8MTY2Mjk3NTM1MQ&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=800&amp;h=1000&amp;fit=max 800w,https:\/\/images.unsplash.com\/photo-1618477371303-b2a56f422d9e?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwxMnx8c29mdHdhcmUlMjBkZXZlbG9wZXJzfGVufDB8fHx8MTY2Mjk3NTM1MQ&amp;ixlib=rb-1.2.1&amp;fm=jpg&amp;w=340&amp;h=425&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 64vh, 142vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-6.95793%;width:42.96117%;height:9.54693%;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-e95b860a-8ff3-43f8-af70-34026e151e66\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:53.39806%;width:93.68932%;height:25.56634%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5181347150259068% 0.5181347150259068% 0.5181347150259068% 0.5181347150259068% \/ 1.2658227848101267% 1.2658227848101267% 1.2658227848101267% 1.2658227848101267%\" id=\"el-eba229e3-1792-4609-8c73-ca078e760490\">\n<h3 id=\"this-comprehensive-guide-will-help-you-prepare-for-all-aspects-of-the-interview-process-dont-miss-out-on-your-next-opportunity\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08014896373056976% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.355987em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">This comprehensive guide will help you prepare for all aspects of the interview process.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #b04c96\">Don&#8217;t miss out on your next opportunity!<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.69903%;top:26.3754%;width:92.96117%;height:26.86084%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5221932114882507% 0.5221932114882507% 0.5221932114882507% 0.5221932114882507% \/ 1.2048192771084338% 1.2048192771084338% 1.2048192771084338% 1.2048192771084338%\" id=\"el-3257c71b-698d-4e86-a5d2-95cd595cd066\">\n<h1 id=\"ready-to-take-the-next-step-in-your-career\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.381422874510443% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.728155em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #b04c96\">Ready to&nbsp;<\/span><br \/>\n<span style=\"color: #b04c96\">Take the Next Step in your Career?<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\"><a href=\"https:\/\/www.interviewbit.com\/data-science-interview-questions\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=5-common-data-science-interview-mistakes-and-how-to-avoid-them\" rel=\"\">Click here<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"284dcce3-c27a-4ff1-b998-aa7b7cee5620\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-51109c3a-aa78-45ff-8fae-cb32806efcd6\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":1000,\"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-4a0f00be-ba19-41a9-939b-d89deed5814a\",\"keyframes\":{\"transform\":[\"translate3d(0px, 365.85572%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":1000,\"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-7fb83715-d916-4c5f-a9af-e6469eb594aa\",\"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-0ca129eb-d336-406d-b414-fb151da754d0\",\"keyframes\":{\"transform\":[\"translate3d(0px, 194.68601%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#0c2626\">\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-43e51d61-7bd6-4c89-82e6-37f800104760\">\n<div style=\"position:absolute;width:118.51852%;height:100%;left:-9.25926%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/images.unsplash.com\/photo-1575089976121-8ed7b2a54265?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxzb2Z0d2FyZSUyMGRldmVsb3BlcnxlbnwwfHx8fDE2NzU5NTEzNTI&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4000&amp;h=6000&amp;fit=max\" alt=\"man using laptop\" srcSet=\"https:\/\/images.unsplash.com\/photo-1575089976121-8ed7b2a54265?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxzb2Z0d2FyZSUyMGRldmVsb3BlcnxlbnwwfHx8fDE2NzU5NTEzNTI&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=4000&amp;h=6000&amp;fit=max 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800w,https:\/\/images.unsplash.com\/photo-1575089976121-8ed7b2a54265?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxzb2Z0d2FyZSUyMGRldmVsb3BlcnxlbnwwfHx8fDE2NzU5NTEzNTI&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=510&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 53vh, 119vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-6.95793%;width:42.96117%;height:9.54693%;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-49a8e01d-504f-4eff-a4d1-84ad55fe030e\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:28.15534%;width:93.93204%;height:22.16828%;opacity:1\">\n<div id=\"anim-51109c3a-aa78-45ff-8fae-cb32806efcd6\" 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-4a0f00be-ba19-41a9-939b-d89deed5814a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 365.85572%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-d60dc45e-4473-4df0-aa90-aaa963672472\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.4728682170542624% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.614887em;line-height:1.1;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Improve your Interviewing Skills with Scaler!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:4.04531%;width:19.66019%;height:45.79288%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-311792a3-d722-4f38-95e1-9f70dbca8474\">\n<h1 id=\"\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:49.876543209876516% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:3.268608em;line-height:1;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #b04c96\">\u201c<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.21359%;top:51.2945%;width:93.68932%;height:29.77346%;opacity:1\">\n<div id=\"anim-7fb83715-d916-4c5f-a9af-e6469eb594aa\" 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-0ca129eb-d336-406d-b414-fb151da754d0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 194.68601%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5181347150259068% 0.5181347150259068% 0.5181347150259068% 0.5181347150259068% \/ 1.0869565217391304% 1.0869565217391304% 1.0869565217391304% 1.0869565217391304%\" id=\"el-1a4abe1b-f972-4944-9775-f9492b6ecc93\">\n<h3 id=\"sign-up-for-scalers-free-masterclasses-and-events-to-learn-about-the-latest-trends-in-the-it-industry-and-become-a-pro-dont-hesitate-any-longer-register-today\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08014896373056976% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.355987em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Sign up for Scaler&#8217;s free masterclasses and events to learn about the latest trends in the IT industry and become a pro.&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #b04c96\">Don&#8217;t hesitate any longer, register today!<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/assets-v2.scaler.com\/assets\/scaler\/png\/scaler-meta-image-fed27fda894abf1a87190ae638e18c9b8417095d963cf27540c90108824b9ec8.png.gz\"><a href=\"https:\/\/www.scaler.com\/events\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=5-common-data-science-interview-mistakes-and-how-to-avoid-them_scaler-events\" rel=\"\">SWIPE UP<\/a><\/amp-story-page-outlink><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"The purpose of this web story is to provide a quick overview of 5 common Data Science Interview Mistakes and How to Avoid 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