{"id":27133,"date":"2023-09-28T16:23:14","date_gmt":"2023-09-28T10:53:14","guid":{"rendered":"https:\/\/www.guvi.in\/blog\/?post_type=web-story&#038;p=27133"},"modified":"2023-09-28T16:23:16","modified_gmt":"2023-09-28T10:53:16","slug":"roles-and-responsibilities-of-a-data-scientist","status":"publish","type":"web-story","link":"https:\/\/www.guvi.in\/blog\/web-stories\/roles-and-responsibilities-of-a-data-scientist\/","title":{"rendered":"Roles &#038; Responsibilities of a Data Scientist"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40400%3B700\" rel=\"stylesheet\"\/><link href=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img.png\" rel=\"preload\" as=\"image\"\/>\n<style amp-boilerplate=\"\">body{-webkit-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-moz-animation:-amp-start 8s steps(1,end) 0s 1 normal both;-ms-animation:-amp-start 8s steps(1,end) 0s 1 normal both;animation:-amp-start 8s steps(1,end) 0s 1 normal both}@-webkit-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-moz-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-ms-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@-o-keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}@keyframes -amp-start{from{visibility:hidden}to{visibility:visible}}<\/style>\n<p><noscript><\/p>\n<style amp-boilerplate=\"\">body{-webkit-animation:none;-moz-animation:none;-ms-animation:none;animation:none}<\/style>\n<p><\/noscript><\/p>\n<style amp-custom=\"\">\n              h1, h2, h3 { font-weight: normal; 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Responsibilities of a Data Scientist<\/title><link rel=\"canonical\" href=\"https:\/\/www.guvi.in\/blog\/?post_type=web-story&amp;p=27133\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"GUVI Blogs\" publisher-logo-src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2021\/03\/cropped-cropped-cropped-20210111091003159396O4KG1V112112pngcompguviwebsitemoengage-1.png\" title=\"Roles &amp; Responsibilities of a Data Scientist\" poster-portrait-src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-poster-img.png\"><amp-story-page id=\"d47d0ee0-a634-41fb-af05-8ce93cafe5e7\" 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:#0e1a54\">\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-58594ebc-f407-4004-837f-c4ccf5a634f4\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img.png\" alt=\"roles &amp; responsibilities of a data scientist webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-150x267.png 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:15.53398%;top:7.11974%;width:68.93204%;height:18.93204%;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:0.7042253521126761% 0.7042253521126761% 0.7042253521126761% 0.7042253521126761% \/ 1.7094017094017095% 1.7094017094017095% 1.7094017094017095% 1.7094017094017095%\" id=\"el-aa368d17-5fcb-4b56-b0bf-8f3f384a22a9\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10849471830985931% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.550162em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Roles &amp; Responsibilities of a Data Scientist<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"251192fb-b128-4735-865b-f9a9cf35fcff\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-1d645184-9248-43a1-9f9f-6d5c087393c1\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-9b5415d2-6042-4199-bdde-3b50098060e2\",\"keyframes\":{\"transform\":[\"translate3d(-122.53522%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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-988042ff-8c58-43d3-bf09-924873752429\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-1883e14b-943b-4c23-96ad-2517f908f580\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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:#080e15\">\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-a4748313-6c2e-453c-afff-7e04c7562692\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-mining-and-extraction-webstory-img-1.png\" alt=\"data mining and extraction webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-mining-and-extraction-webstory-img-1.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-mining-and-extraction-webstory-img-1-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-mining-and-extraction-webstory-img-1-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-mining-and-extraction-webstory-img-1-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-mining-and-extraction-webstory-img-1-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-mining-and-extraction-webstory-img-1-150x267.png 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:51.69903%;height:10.5178%;opacity:1\">\n<div id=\"anim-1d645184-9248-43a1-9f9f-6d5c087393c1\" 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-9b5415d2-6042-4199-bdde-3b50098060e2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-122.53522%, 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:0.9389671361502347% 0.9389671361502347% 0.9389671361502347% 0.9389671361502347% \/ 3.076923076923077% 3.076923076923077% 3.076923076923077% 3.076923076923077%\" id=\"el-27c457e7-ce07-4d6b-b2dd-30788ae46320\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1782570422535208% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Data Mining and Extraction<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:15.21036%;width:76.69903%;height:20.87379%;opacity:1\">\n<div id=\"anim-988042ff-8c58-43d3-bf09-924873752429\" 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-1883e14b-943b-4c23-96ad-2517f908f580\" 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;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.550387596899225% 1.550387596899225% 1.550387596899225% 1.550387596899225%\" id=\"el-538b60d9-d540-4b66-b6d3-046389403cd1\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08010284810126549% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Data scientists are the miners of the digital age. They dig deep into data from databases, social media, and more, armed with specialized tools to ensure they extract only the finest, most reliable data nuggets.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"1ac0ca42-80c4-4b42-8b76-e29bf9c76e3b\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-0b17f975-3559-4f4b-9ad2-01e8a1618bca\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-927f973c-f90a-4de1-8642-b773f80713ae\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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-6a9c3ef0-5052-48d0-8a05-12fd83bc7104\",\"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-08ac4f58-af2e-4919-aa32-cd170450c27e\",\"keyframes\":{\"transform\":[\"translate3d(-119.59184%, 0px, 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:#080d12\">\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-c3b51cdc-f210-4df7-b031-d0269f3c2b8c\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-cleaning-and-preprocessing-webstory-img.png\" alt=\"data cleaning and preprocessing webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-cleaning-and-preprocessing-webstory-img.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-cleaning-and-preprocessing-webstory-img-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-cleaning-and-preprocessing-webstory-img-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-cleaning-and-preprocessing-webstory-img-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-cleaning-and-preprocessing-webstory-img-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-cleaning-and-preprocessing-webstory-img-150x267.png 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:-0.32362%;width:59.46602%;height:5.17799%;opacity:1\">\n<div id=\"anim-6a9c3ef0-5052-48d0-8a05-12fd83bc7104\" 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-08ac4f58-af2e-4919-aa32-cd170450c27e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-119.59184%, 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:0.8163265306122449% 0.8163265306122449% 0.8163265306122449% 0.8163265306122449% \/ 6.25% 6.25% 6.25% 6.25%\" id=\"el-f0aa0bbf-8cb6-4cbb-a476-90be2dcd2a37\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.15497448979591807% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Data Cl<\/span><span style=\"font-weight: 700; color: #fff\">eaning and Preproc<\/span><span style=\"font-weight: 700; color: #fff\">essing<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:15.04854%;width:76.69903%;height:27.99353%;opacity:1\">\n<div id=\"anim-0b17f975-3559-4f4b-9ad2-01e8a1618bca\" 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-927f973c-f90a-4de1-8642-b773f80713ae\" 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;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.1560693641618496% 1.1560693641618496% 1.1560693641618496% 1.1560693641618496%\" id=\"el-73160349-4551-4a35-8d19-c56744ec3ed8\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08010284810126549% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Quality analysis requires quality data. Data scientists invest time in cleaning and preprocessing.&nbsp;<\/span><\/p>\n<p><span style=\"color: #fff\">Removing duplicates, filling in missing values, and managing outliers guarantee that the data sets are refined and ready for insightful analysis.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"8c14ae89-fc7a-4ecc-8985-c1e766f36c2b\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-53c24275-9cbb-4013-ab42-18b1c1007c9c\",\"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-eb87abef-9954-4667-8385-cbeeb210cfd0\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e3309aa3-ad05-4dee-9d85-d45cb3c10949\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-aa8adc3a-0333-42cd-84ea-02e9f948381d\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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:#0c1013\">\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-52c4a3d4-ca28-42e8-a641-7a6ad50cf795\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/exploratory-data-analysis-webstory-img.png\" alt=\"exploratory data analysis webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/exploratory-data-analysis-webstory-img.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/exploratory-data-analysis-webstory-img-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/exploratory-data-analysis-webstory-img-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/exploratory-data-analysis-webstory-img-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/exploratory-data-analysis-webstory-img-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/exploratory-data-analysis-webstory-img-150x267.png 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:1.2945%;width:76.69903%;height:5.17799%;opacity:1\">\n<div id=\"anim-e3309aa3-ad05-4dee-9d85-d45cb3c10949\" 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-aa8adc3a-0333-42cd-84ea-02e9f948381d\" 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;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 6.25% 6.25% 6.25% 6.25%\" id=\"el-2f66e75a-be90-483a-8ac0-3f09dc1ee9da\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1201542721518985% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Exploratory Data Analysis<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:12.62136%;width:76.69903%;height:24.43366%;opacity:1\">\n<div id=\"anim-53c24275-9cbb-4013-ab42-18b1c1007c9c\" 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-eb87abef-9954-4667-8385-cbeeb210cfd0\" 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;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.3245033112582782% 1.3245033112582782% 1.3245033112582782% 1.3245033112582782%\" id=\"el-77fb960a-020d-42d1-8134-3a64195b475a\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08010284810126549% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Exploratory Data Analysis, or EDA, serves as a basic check rule on a dataset. Data scientists use statistics and visualization tools to better understand the data&#8217;s structure, trends, and patterns. It sets the stage for more complex tasks.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"ee9cc525-ff48-47f1-a969-3607aad88b68\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-8b413931-0699-4b84-aa39-a5f5462b8fdb\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-3171fd04-99bc-415a-99be-9a18744a01e4\",\"keyframes\":{\"transform\":[\"translate3d(-117.14286%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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-dcb6218f-9dbd-4430-a3fb-6d99f13aafb3\",\"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-4b159d43-4c99-4abf-8b85-e2731087885c\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 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:#0a0e12\">\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-b2ef62bc-7484-4a00-9f6b-e772897d0f82\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/machine-learning-and-model-development-webstory-img.png\" alt=\"machine learning and model development webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/machine-learning-and-model-development-webstory-img.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/machine-learning-and-model-development-webstory-img-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/machine-learning-and-model-development-webstory-img-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/machine-learning-and-model-development-webstory-img-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/machine-learning-and-model-development-webstory-img-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/machine-learning-and-model-development-webstory-img-150x267.png 150w\" sizes=\"(min-width: 1024px) 46vh, 102vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:67.96117%;height:10.5178%;opacity:1\">\n<div id=\"anim-8b413931-0699-4b84-aa39-a5f5462b8fdb\" 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-3171fd04-99bc-415a-99be-9a18744a01e4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-117.14286%, 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:0.7142857142857143% 0.7142857142857143% 0.7142857142857143% 0.7142857142857143% \/ 3.076923076923077% 3.076923076923077% 3.076923076923077% 3.076923076923077%\" id=\"el-462f566a-4ee1-4507-97c6-dc11d35cba4c\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1356026785714283% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Machine L<\/span><span style=\"font-weight: 700; color: #fff\">earning and Model Deve<\/span><span style=\"font-weight: 700; color: #fff\">lopment<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:15.04854%;width:76.69903%;height:24.43366%;opacity:1\">\n<div id=\"anim-dcb6218f-9dbd-4430-a3fb-6d99f13aafb3\" 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-4b159d43-4c99-4abf-8b85-e2731087885c\" 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;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.3245033112582782% 1.3245033112582782% 1.3245033112582782% 1.3245033112582782%\" id=\"el-fae5a0fc-054b-44a7-a24d-ac34847464e3\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08010284810126549% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Machine learning models are vital tools for solving specific problems. Data scientists are responsible for selecting the right algorithms and refining these models for performance. This process helps improve a model&#8217;s predictive power.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"11574714-b6f6-4b83-999b-4678ca126ec7\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-7635d895-aa34-437e-b659-4a68b37dc2c0\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-b61b5797-eec9-4df9-a01b-3602a316d6ee\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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-00a6a90c-3370-4c64-983c-530116371104\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-def00a1d-aa37-4e4b-9c81-e1ca44c1ac3b\",\"keyframes\":{\"transform\":[\"translate3d(-116.90141%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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:#080e15\">\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-a7b13f79-00df-4bfe-ac05-10a1fb98f1a1\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-visualization-and-reporting-webstory-img.png\" alt=\"data visualization and reporting webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-visualization-and-reporting-webstory-img.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-visualization-and-reporting-webstory-img-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-visualization-and-reporting-webstory-img-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-visualization-and-reporting-webstory-img-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-visualization-and-reporting-webstory-img-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/data-visualization-and-reporting-webstory-img-150x267.png 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:68.93204%;height:10.35599%;opacity:1\">\n<div id=\"anim-00a6a90c-3370-4c64-983c-530116371104\" 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-def00a1d-aa37-4e4b-9c81-e1ca44c1ac3b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-116.90141%, 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:0.7042253521126761% 0.7042253521126761% 0.7042253521126761% 0.7042253521126761% \/ 3.125% 3.125% 3.125% 3.125%\" id=\"el-e64d9e73-73fb-4952-af85-3e0929c5a64a\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1336927816901406% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Data Visualization and Reporting<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:16.34304%;width:76.69903%;height:24.43366%;opacity:1\">\n<div id=\"anim-7635d895-aa34-437e-b659-4a68b37dc2c0\" 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-b61b5797-eec9-4df9-a01b-3602a316d6ee\" 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;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.3245033112582782% 1.3245033112582782% 1.3245033112582782% 1.3245033112582782%\" id=\"el-75a651fc-7403-46ca-b299-2be17c59f0f6\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08010284810126549% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Data scientists need to communicate their findings effectively. They use data visualization tools to create charts and graphs that both technical and non-technical stakeholders can understand. It&#8217;s about making complex data accessible.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"51060cb6-083f-4cf1-8c35-86a9498e04ca\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-3c0e800e-59d5-41d2-b030-fed13dfe57d1\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-1051ef74-f458-48a0-b7ca-851e2b6692d3\",\"keyframes\":{\"transform\":[\"translate3d(-115.18988%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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-f06f2b49-6521-47be-9a26-ad2c19ac586d\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-013d93ac-5252-4549-bd95-2fa5c869f131\",\"keyframes\":{\"transform\":[\"translate3d(-120.00001%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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:#080d12\">\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-f4a17876-cf2d-4cb3-8c2f-a394b49eb946\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/collaboration-and-communication-webstory-img.png\" alt=\"collaboration and communication webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/collaboration-and-communication-webstory-img.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/collaboration-and-communication-webstory-img-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/collaboration-and-communication-webstory-img-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/collaboration-and-communication-webstory-img-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/collaboration-and-communication-webstory-img-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/collaboration-and-communication-webstory-img-150x267.png 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:1.2945%;width:58.25243%;height:10.5178%;opacity:1\">\n<div id=\"anim-f06f2b49-6521-47be-9a26-ad2c19ac586d\" 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-013d93ac-5252-4549-bd95-2fa5c869f131\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-120.00001%, 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:0.8333333333333334% 0.8333333333333334% 0.8333333333333334% 0.8333333333333334% \/ 3.076923076923077% 3.076923076923077% 3.076923076923077% 3.076923076923077%\" id=\"el-ff989db5-924c-45c8-86a1-08fd36d42d8f\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1582031249999997% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Collaboration and Communication<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:18.28479%;width:76.69903%;height:24.43366%;opacity:1\">\n<div id=\"anim-3c0e800e-59d5-41d2-b030-fed13dfe57d1\" 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-1051ef74-f458-48a0-b7ca-851e2b6692d3\" 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;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 1.3245033112582782% 1.3245033112582782% 1.3245033112582782% 1.3245033112582782%\" id=\"el-e77b9004-e03a-45d6-b66e-08e2c3fa8cbc\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08010284810126549% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Data scientists often work as part of a larger team. They collaborate with business, IT, and executive teams to develop data-driven solutions. Effective communication skills are essential for translating technical findings into actionable insights.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"7a72ae0b-23f0-4847-b8c4-3ec9767d3868\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-441fb477-4262-436a-a8c5-6145c94a6542\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":2000,\"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-3f6874e1-34da-4364-a73b-05d86e6d1c71\",\"keyframes\":{\"transform\":[\"translate3d(-116.78322%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":2000,\"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-31c7c3c9-3f9a-46e6-a305-eb54ecd4ef36\",\"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-da318ebb-a489-4ca1-a622-a109464479bc\",\"keyframes\":{\"transform\":[\"translate3d(-115.53399%, 0px, 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:#0c1013\">\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-42101776-0a97-4f1f-881f-01615e6b39bf\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/continuous-learning-and-professional-development-webstory-img.png\" alt=\"continuous learning and professional development webstory img\" srcSet=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/continuous-learning-and-professional-development-webstory-img.png 1080w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/continuous-learning-and-professional-development-webstory-img-864x1536.png 864w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/continuous-learning-and-professional-development-webstory-img-768x1365.png 768w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/continuous-learning-and-professional-development-webstory-img-576x1024.png 576w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/continuous-learning-and-professional-development-webstory-img-169x300.png 169w,https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/continuous-learning-and-professional-development-webstory-img-150x267.png 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:69.41748%;height:15.69579%;opacity:1\">\n<div id=\"anim-441fb477-4262-436a-a8c5-6145c94a6542\" 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-3f6874e1-34da-4364-a73b-05d86e6d1c71\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-116.78322%, 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:0.6993006993006993% 0.6993006993006993% 0.6993006993006993% 0.6993006993006993% \/ 2.0618556701030926% 2.0618556701030926% 2.0618556701030926% 2.0618556701030926%\" id=\"el-8f355f3d-dede-4fe2-85c9-f6681b102ed4\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.13275786713286689% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Continuous Learning and Professional Development<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:26.69903%;width:75%;height:24.43366%;opacity:1\">\n<div id=\"anim-31c7c3c9-3f9a-46e6-a305-eb54ecd4ef36\" 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-da318ebb-a489-4ca1-a622-a109464479bc\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-115.53399%, 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:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 1.3245033112582782% 1.3245033112582782% 1.3245033112582782% 1.3245033112582782%\" id=\"el-178e8e87-57c3-4099-bd36-07fabb620315\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.081917475728155% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.291262em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">The field of data science is continually evolving. As such, data scientists engage in ongoing learning through courses, workshops, and conferences. Keeping up-to-date is essential for staying relevant in this rapidly changing industry.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"46db3ada-cc29-41da-87b1-126e835b501e\" 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:#0f171e\">\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-003cf585-1688-4268-bf14-59f2c2a3d974\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" 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0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.355987em;line-height:1.2;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">More About the Roles &amp; Responsibilities of a&nbsp; Data Scientist<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:23.05825%;top:35.76052%;width:48.54369%;height:4.69256%;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% 1% 1% 1% \/ 6.896551724137931% 6.896551724137931% 6.896551724137931% 6.896551724137931%\" id=\"el-0540b82c-3b3a-4a15-81b4-0db95337401e\"><a href=\"https:\/\/www.guvi.in\/blog\/roles-and-responsibilities-of-a-data-scientist\/\" data-tooltip-icon=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/07\/image-4.png\" data-tooltip-text=\"Roles and Responsibilities of a Data Scientist - GUVI Blogs\" target=\"_blank\" rel=\"noreferrer noopener\" 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0.44444520740776344em);text-align:center;padding:0;color:#000000;background-color:#0b963d;background:none;position:absolute;top:0;left:0;right:0\" aria-hidden=\"true\"><span style=\"display:block;position:relative;left:0;top:0;margin:-0.12656249999999947% 0;-webkit-box-decoration-break:clone;box-decoration-break:clone\"><span style=\"background-color:#0b963d;-webkit-box-decoration-break:clone;box-decoration-break:clone;position:relative;padding:2% 4%;text-align:center;border-radius:2px 2px 2px 2px;background:none\"><span style=\"color: #fff\">Visit here<\/span><\/span><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/07\/image-4.png\"><a href=\"https:\/\/www.guvi.in\/blog\/roles-and-responsibilities-of-a-data-scientist\/\" rel=\"\">Learn more<\/a><\/amp-story-page-outlink><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discover the roles and responsibilities of a data scientist, from data mining and cleaning to machine learning and visualization for data-driven solutions.<\/p>\n","protected":false},"author":1,"featured_media":27145,"template":"","meta":{"web_stories_products":[],"web_stories_publisher_logo":11617,"web_stories_poster":[]},"web_story_category":[],"web_story_tag":[],"story_data":{"version":46,"pages":[{"elements":[{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":false,"scale":100,"focalX":50,"focalY":50,"resource":{"type":"image","mimeType":"image\/png","width":1080,"height":1920,"sizes":{"medium":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-169x300.png","width":169,"height":300,"filesize":39994,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-169x300.png"},"large":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-576x1024.png","width":576,"height":1024,"filesize":323287,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-576x1024.png"},"thumbnail":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-150x150.png","width":150,"height":150,"filesize":19245,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-150x150.png"},"medium_large":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-768x1365.png","width":768,"height":1365,"filesize":574911,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-768x1365.png"},"1536x1536":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-864x1536.png","width":864,"height":1536,"filesize":676539,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-864x1536.png"},"web-stories-poster-portrait":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-640x853.png","width":640,"height":853,"filesize":334763,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-640x853.png"},"web-stories-publisher-logo":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-96x96.png","width":96,"height":96,"filesize":8786,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-96x96.png"},"web-stories-thumbnail":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img-150x267.png","width":150,"height":267,"filesize":32474,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img-150x267.png"},"full":{"file":"roles-responsibilities-of-a-data-scientist-webstory-img.png","width":1080,"height":1920,"mimeType":"image\/png","sourceUrl":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img.png"}},"isPlaceholder":false,"isExternal":false,"needsProxy":false,"baseColor":"#0e1a54","blurHash":"UIAKRXOlR;Vc00wNr:ko=sWGTeobyGk6n3NM","creationDate":"2023-09-26T17:45:19","src":"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2023\/09\/roles-responsibilities-of-a-data-scientist-webstory-img.png","id":27146,"alt":"roles 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Extraction<\/span>","borderRadius":{"locked":true,"topLeft":2,"topRight":2,"bottomRight":2,"bottomLeft":2},"x":48,"y":0,"width":213,"height":65,"id":"27c457e7-ce07-4d6b-b2dd-30788ae46320"},{"opacity":100,"flip":{"vertical":false,"horizontal":false},"rotationAngle":0,"lockAspectRatio":true,"backgroundTextMode":"NONE","font":{"family":"Roboto"},"fontSize":18,"backgroundColor":{"color":{"r":196,"g":196,"b":196}},"lineHeight":1.2,"textAlign":"left","padding":{"locked":true,"hasHiddenPadding":false,"horizontal":0,"vertical":0},"type":"text","content":"<span style=\"color: #fff\">Data scientists are the miners of the digital age. 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