{"id":6501,"date":"2024-03-04T11:32:11","date_gmt":"2024-03-04T11:32:11","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=6501"},"modified":"2024-03-04T11:32:11","modified_gmt":"2024-03-04T11:32:11","slug":"roadmap-to-become-a-data-scientist","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/roadmap-to-become-a-data-scientist\/","title":{"rendered":"Roadmap to Become 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%40700&amp;family=Alegreya%3Awght%40700\" rel=\"stylesheet\"\/>\n<style 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name=\"web-stories-replace-head-start\"\/><title>Roadmap to Become a Data Scientist<\/title><link rel=\"canonical\" href=\"https:\/\/pickl.ai\/blog\/?post_type=web-story&amp;p=6501\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"Pickl.AI\" publisher-logo-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2022\/01\/cropped-cropped-favicon.png\" title=\"Roadmap to Become a Data Scientist\" poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/cropped-e-learning-education-sketch-drawing-doodle-concept-scaled-1.jpg\"><amp-story-page id=\"56765bf4-1741-4d34-aec2-de8ead06d2f1\" 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:#eee\">\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-d96258a1-2d30-4b55-9756-dc45ec4880ec\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:9.46602%;top:52.75081%;width:80.58252%;height:40.7767%;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:0.6024096385542169% 0.6024096385542169% 0.6024096385542169% 0.6024096385542169% \/ 0.7936507936507936% 0.7936507936507936% 0.7936507936507936% 0.7936507936507936%\" id=\"el-cd2ad2e3-813f-4915-8e7d-c1ab1b95c18f\">\n<h1 id=\"roadmap-to-become-a-data-scientist\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14467243975903618% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.857605em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #347eff\">Roadmap<\/span><span style=\"font-weight: 700\"> to Become a <\/span><span style=\"font-weight: 700; color: #347eff\">Data Scientist<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:2.75081%;width:77.18447%;height:43.04207%;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-ad3e258d-aa42-44f0-b970-247c492b9f96\">\n<div style=\"position:absolute;width:111.53039%;height:100%;left:-5.76519%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/e-learning-education-sketch-drawing-doodle-concept-scaled.jpg\" alt=\"\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/e-learning-education-sketch-drawing-doodle-concept-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/e-learning-education-sketch-drawing-doodle-concept-2048x1536.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/e-learning-education-sketch-drawing-doodle-concept-1536x1152.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/e-learning-education-sketch-drawing-doodle-concept-1024x768.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/e-learning-education-sketch-drawing-doodle-concept-768x576.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/e-learning-education-sketch-drawing-doodle-concept-300x225.jpg 300w\" sizes=\"(min-width: 1024px) 35vh, 77vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:50.97087%;width:77.18447%;height:48.54369%;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-a2d16fe4-f61c-428e-a25c-218219f0877b\">\n<div class=\"fill\" style=\"background-color:rgba(196,196,196,0.2);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"d8fc48b2-9b4c-43cd-8e4b-fc7197d2eb19\" 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:#eee\">\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-ac22b9d4-3dae-48dc-a454-53ba00133c4a\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:13.1068%;top:38.51133%;width:74.27184%;height:16.66667%;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-97a4d3f5-7244-4129-a628-e5d9bd06c8e2\">\n<div class=\"fill\" style=\"background-color:#c4c4c4;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.68932%;top:40.29126%;width:63.1068%;height:12.94498%;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:0.7692307692307693% 0.7692307692307693% 0.7692307692307693% 0.7692307692307693% \/ 2.5% 2.5% 2.5% 2.5%\" id=\"el-596843b5-3aa6-4073-b907-291e7c7b972a\">\n<h2 id=\"learn-the-fundamentals\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.11502403846153769% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.19;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn the Fundamentals:<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.13592%;top:0;width:76.45631%;height:34.78964%;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-e3bf7b9b-3255-4a70-b742-5d4f508abb75\">\n<div style=\"position:absolute;width:102.60137%;height:100%;left:-1.30069%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-scaled.jpg\" alt=\"3585418_66263\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-2048x1363.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-1536x1022.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-1024x681.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-900x600.jpg 900w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-768x511.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-300x200.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/3585418_66263-150x100.jpg 150w\" sizes=\"(min-width: 1024px) 34vh, 76vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.13592%;top:58.89968%;width:74.27184%;height:33.00971%;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:0.6535947712418301% 0.6535947712418301% 0.6535947712418301% 0.6535947712418301% \/ 0.9803921568627451% 0.9803921568627451% 0.9803921568627451% 0.9803921568627451%\" id=\"el-af49254d-feb5-4008-828c-ac25ee0994af\">\n<h3 id=\"master-mathematics-statistics-and-programming-languages-like-python-and-r-understand-concepts-such-as-linear-algebra-probability-and-data-structures\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6313725490196085% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.388350em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fdb237\"># Master mathematics, statistics, and programming languages like Python and R.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #fdb237\"># Understand concepts such as linear algebra, probability, and data structures<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:33.73786%;top:96.60194%;width:41.01942%;height:5.01618%;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:1.183431952662722% 1.183431952662722% 1.183431952662722% 1.183431952662722% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-62e3d8fc-a1c9-44db-b577-595f5ccac035\"><a href=\"https:\/\/pickl.ai\/blog\/roadmap-to-become-a-data-scientist-dos-and-donts\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/08\/Roadmap-to-Data-Scientist.jpg\" data-tooltip-text=\"Roadmap to Become a Data Scientist: Do\u2019s and Don\u2019ts\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22466715976331317% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:80.58252%;top:101.77994%;width:13.1068%;height:5.01618%;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-8aca813c-061c-4892-aa7e-678481dab6e4\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"41c0f4ee-1396-4166-a760-b5fefe2c478d\" 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:#eee\">\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-5002b63d-b59f-4508-bde1-f869c15265b1\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:7.76699%;top:36.73139%;width:80.58252%;height:15.21036%;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-21778326-303a-4efa-9713-d8e5783e5f05\">\n<div class=\"fill\" style=\"background-color:rgba(213,178,30,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.1068%;top:39.15858%;width:73.54369%;height:16.18123%;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:0.6600660066006601% 0.6600660066006601% 0.6600660066006601% 0.6600660066006601% \/ 2% 2% 2% 2%\" id=\"el-0dfac31e-88bc-4c66-9463-cba21f044d5c\">\n<h2 id=\"gain-proficiency-in-data-wrangling-and-analysis\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08374587458745879% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.453074em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Gain Proficiency in Data Wrangling and Analysis:<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.34951%;top:57.28155%;width:75%;height:37.05502%;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:0.6472491909385114% 0.6472491909385114% 0.6472491909385114% 0.6472491909385114% \/ 0.8733624454148471% 0.8733624454148471% 0.8733624454148471% 0.8733624454148471%\" id=\"el-6d5900a6-b0a7-4758-90f4-fa581d6d4af4\">\n<h3 id=\"learn-techniques-for-collecting-cleaning-and-transforming-data-familiarize-yourself-with-libraries-like-pandas-and-numpy-for-data-manipulation\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5991909385113273% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.372168em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #e1bf2e\">\u2013 Learn techniques for collecting, cleaning, and transforming data.<\/span><\/p>\n<p><span style=\"font-weight: 700; color: #e1bf2e\">\u2013 Familiarize yourself with libraries like Pandas and NumPy for data manipulation.<\/span><\/p>\n<p><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.36893%;top:96.27832%;width:41.01942%;height:5.01618%;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:1.183431952662722% 1.183431952662722% 1.183431952662722% 1.183431952662722% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-426bd0ee-8cfa-466e-879b-330231b837df\"><a href=\"https:\/\/pickl.ai\/blog\/how-to-build-a-data-analyst-portfolio\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/07\/How-to-Build-a-Data-Analyst-Portfolio.jpg\" data-tooltip-text=\"How to Build a Data Analyst Portfolio? - Pickl.AI\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22466715976331317% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:13.34951%;top:0;width:75%;height:34.30421%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-3b0109ca-c4c5-4b2d-8832-6557e50714f0\">\n<div style=\"position:absolute;width:100%;height:145.7547%;left:0%;top:-22.87735%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/business-data-analysis-presentation-information-concept.jpg\" alt=\"\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:80.58252%;top:101.77994%;width:13.1068%;height:5.01618%;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-d297ee33-c1bf-4b34-befd-4bc1328d36ed\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"ee6f92ba-f10a-499c-b4fb-90db2e69be7c\" 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:#eee\">\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-b04cfed9-bad0-4ca4-bd0f-946e1b537b22\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:40.7767%;width:73.54369%;height:14.40129%;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-7419a4cc-712e-4b1b-9245-a6121e25c0e4\">\n<div class=\"fill\" style=\"background-color:rgba(109,159,255,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:18.20388%;top:42.23301%;width:70.14563%;height:12.94498%;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:0.6920415224913495% 0.6920415224913495% 0.6920415224913495% 0.6920415224913495% \/ 2.5% 2.5% 2.5% 2.5%\" id=\"el-79ef7dde-d69d-4882-8ea7-b5e0be4bb4d2\">\n<h2 id=\"develop-machine-learning-skills\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10348183391003392% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Develop Machine Learning Skills:<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:58.57605%;width:69.41748%;height:34.30421%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6993006993006993% 0.6993006993006993% 0.6993006993006993% 0.6993006993006993% \/ 0.9433962264150944% 0.9433962264150944% 0.9433962264150944% 0.9433962264150944%\" id=\"el-1f30216f-9ea0-42f2-b838-bc7f034d3c9a\">\n<h3 id=\"explore-machine-learning-algorithms-and-models-understand-supervised-and-unsupervised-learning-techniques-practice-implementing-algorithms-using-libraries-like-scikit-l\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5910839160839162% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.339806em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #6aa4fe\">\u2013 Explore machine learning algorithms and models.<\/span><br \/>\n<span style=\"font-weight: 700; color: #6aa4fe\">\u2013 Understand supervised and unsupervised learning techniques.<\/span><br \/>\n<span style=\"font-weight: 700; color: #6aa4fe\">\u2013 Practice implementing algorithms using libraries like Scikit-learn and TensorFlow.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.36893%;top:96.27832%;width:41.01942%;height:5.01618%;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:1.183431952662722% 1.183431952662722% 1.183431952662722% 1.183431952662722% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-6da2e869-2baf-45fb-bf21-2108ea3e066d\"><a href=\"https:\/\/pickl.ai\/blog\/sailing-into-2024-machine-learning-salary-trends-unveiled\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/01\/machine-learning.jpg\" data-tooltip-text=\"Sailing into 2024: Machine Learning salary trends unveiled\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22466715976331317% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:12.37864%;top:-0.48544%;width:75%;height:39.32039%;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-4f51e22c-ee34-469f-bba6-751dd3479324\">\n<div style=\"position:absolute;width:103.71994%;height:100%;left:-1.85997%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-scaled.jpg\" alt=\"4534245_19460\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-2048x1553.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-1536x1165.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-1024x776.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-768x582.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-300x227.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/02\/4534245_19460-150x114.jpg 150w\" sizes=\"(min-width: 1024px) 34vh, 75vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:80.58252%;top:101.77994%;width:13.1068%;height:5.01618%;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-7b471c9d-4375-46d7-b7a3-99776b0e4879\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 16 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M15.8206 4.43678c.2145-.21453.2145-.56235 0-.77688L12.3246.163967c-.2145-.2145284-.5623-.2145284-.7769 0-.2145.214528-.2145.562346 0 .776874l3.1075 3.107499-3.1075 3.1075c-.2145.21453-.2145.56235 0 .77687.2146.21453.5624.21453.7769 0l3.496-3.49593zM.0507812 4.59767H15.4321V3.49901H.0507812v1.09866z\" fill=\"#212121\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"4e1903a8-1685-47a0-b179-0acb41f97b37\" 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:#eee\">\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-55c40a9e-9354-4771-830e-d1ffa1ad58c1\">\n<div class=\"fill\" style=\"will-change:transform\"><\/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:41.74757%;width:73.54369%;height:14.40129%;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-3510ddb6-3dcc-4031-9944-69ebe56ae2c0\">\n<div class=\"fill\" style=\"background-color:rgba(212,95,111,0.3);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:46.44013%;width:70.14563%;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:0.6920415224913495% 0.6920415224913495% 0.6920415224913495% 0.6920415224913495% \/ 5.128205128205128% 5.128205128205128% 5.128205128205128% 5.128205128205128%\" id=\"el-8bd4ac2d-d80d-470b-90bd-e122bd54318b\">\n<h2 id=\"build-a-portfolio\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.10348183391003392% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Build a Portfolio:<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:58.57605%;width:69.41748%;height:34.30421%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6993006993006993% 0.6993006993006993% 0.6993006993006993% 0.6993006993006993% \/ 0.9433962264150944% 0.9433962264150944% 0.9433962264150944% 0.9433962264150944%\" id=\"el-bb2b4495-c537-4ef5-83da-ae0340fc3747\">\n<h3 id=\"explore-machine-learning-algorithms-and-models-understand-supervised-and-unsupervised-learning-techniques-practice-implementing-algorithms-using-libraries-like-scikit-l-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5910839160839162% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.339806em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #c9184a\">\u2013 Explore machine learning algorithms and models.<\/span><br \/>\n<span style=\"font-weight: 700; color: #c9184a\">\u2013 Understand supervised and unsupervised learning techniques.<\/span><br \/>\n<span style=\"font-weight: 700; color: #c9184a\">\u2013 Practice implementing algorithms using libraries like Scikit-learn and TensorFlow.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:29.36893%;top:96.27832%;width:41.01942%;height:5.01618%;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:1.183431952662722% 1.183431952662722% 1.183431952662722% 1.183431952662722% \/ 6.451612903225806% 6.451612903225806% 6.451612903225806% 6.451612903225806%\" id=\"el-66671b3f-3dc4-4677-804b-b511573f7674\"><a href=\"https:\/\/pickl.ai\/blog\/how-to-become-a-data-scientist-in-2023\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/01\/How-to-become-a-Data-Scientist-in-2023-2.jpg\" data-tooltip-text=\"How to become a Data Scientist?- Pickl.AI\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-4\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.22466715976331317% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.436893em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:-0.64725%;width:77.18447%;height:39.80583%;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-04e95269-f1be-4313-b90b-5f11c8779309\">\n<div style=\"position:absolute;width:137.52621%;height:100%;left:-18.76311%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/close-up-architect-using-tablet-with-touch-screen-analyze-building-model-architectural-development-man-engineer-working-with-device-construction-layout-design-scaled.jpg\" alt=\"\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/close-up-architect-using-tablet-with-touch-screen-analyze-building-model-architectural-development-man-engineer-working-with-device-construction-layout-design-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/close-up-architect-using-tablet-with-touch-screen-analyze-building-model-architectural-development-man-engineer-working-with-device-construction-layout-design-1024x576.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/03\/close-up-architect-using-tablet-with-touch-screen-analyze-building-model-architectural-development-man-engineer-working-with-device-construction-layout-design-300x169.jpg 300w\" sizes=\"(min-width: 1024px) 35vh, 77vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Begin your search to become a Data Scientist and uncover new prospects. Explore the roadmap to becoming a data scientist.\n","protected":false},"author":1,"featured_media":6506,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-6501","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Roadmap to Become a Data Scientist - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Begin your search to become a Data Scientist and uncover new prospects. 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