{"id":169860,"date":"2023-08-28T16:28:10","date_gmt":"2023-08-28T15:28:10","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=169860"},"modified":"2023-08-28T16:33:32","modified_gmt":"2023-08-28T15:33:32","slug":"how-to-become-a-data-scientist-the-the-best-kept-secrets","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/how-to-become-a-data-scientist-the-the-best-kept-secrets","title":{"rendered":"How to become a Data Scientist? The the best-kept secrets!"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"169860\" class=\"elementor elementor-169860\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d1f9509 e-flex e-con-boxed e-con\" data-id=\"d1f9509\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a1bc2cc e-con-full e-flex e-con\" data-id=\"a1bc2cc\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e890559 elementor-widget elementor-widget-text-editor\" data-id=\"e890559\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\tRegarded as the &#8220;sexiest job of the 21st century&#8221; by <a href=\"https:\/\/www.hbs.edu\/Pages\/default.aspx\">Harvard Business School<\/a>, the role of a Data Scientist holds promising professional prospects. Have you ever wondered <strong>how to become a Data Scientist?<\/strong> We&#8217;re here to outline the essential skills you need to acquire for your training!\n\nTo <strong>become a Data Scientist<\/strong>, it&#8217;s crucial to undergo specialized Data Science training that equips you to be effective and influential from the start. However, these training programs do require certain prerequisite<a href=\"https:\/\/datascientest.com\/en\/python-the-most-popular-programming-language\"> skills and knowledge, such as mathematics and programming.<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e252926 elementor-widget elementor-widget-heading\" data-id=\"e252926\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">How to become a Datascientist - Let's begin by addressing the mathematical aspect first.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-013a2ae elementor-widget elementor-widget-text-editor\" data-id=\"013a2ae\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>It&#8217;s essential to master concepts such as<strong> statistics, algebra, and probabilities.<\/strong><\/p><p>Indeed, a strong grasp of statistics is paramount. The tools acquired through this discipline gain significance when applied to data science. For instance, hypothesis<strong> testing made possible by statistical science leads to concrete conclusions.<\/strong><\/p><p>Thus, mastering concepts like variance properties, error calculations, not forgetting linear regression models, and estimation theories is crucial.<\/p><p>To become a Data Scientist, a comprehensive understanding of algebra is necessary. It enables efficient management of collected data. Whether linear or bilinear, algebra provides a tangible approach to the spaces where data is processed.<\/p><p>Without mastery of applications such as matrix transpositions and decompositions, or systems of equations, grasping the concepts covered in training can be challenging. For example, knowledge of vector spaces and scalar products facilitates the visualization of the spaces where Machine Learning models operate.<\/p><p>Lastly, probability tools remain essential for aspiring Data Scientists. This includes various distributions (uniform, normal, binomial, Poisson) and concepts like conditional probability.<\/p><p>All these elements will set you on the path to becoming a Data Scientist!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c90399 e-flex e-con-boxed e-con\" data-id=\"1c90399\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2bd5e954 e-con-full e-flex e-con\" data-id=\"2bd5e954\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-77c55c4a e-con-full e-flex e-con\" data-id=\"77c55c4a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d140f4d elementor-widget elementor-widget-video\" data-id=\"3d140f4d\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/KuNDkPVbR9E&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3d4aced9 e-con-full e-flex e-con\" data-id=\"3d4aced9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-59f0c9b e-flex e-con-boxed e-con\" data-id=\"59f0c9b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a17b19c e-con-full e-flex e-con\" data-id=\"a17b19c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2aa4b01 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"2aa4b01\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-scientist-course\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Become a Datascientist<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bdefa7 elementor-widget elementor-widget-heading\" data-id=\"6bdefa7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How to become a Datascientist: Now, let's address the second aspect related to programming.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b2a28e elementor-widget elementor-widget-text-editor\" data-id=\"4b2a28e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In addition to the programming prerequisite, having some <a href=\"https:\/\/datascientest.com\/en\/mushroom-recognition\">understanding of Machine Learning<\/a> is also desirable for your training. Naturally, you don&#8217;t need to possess a<a href=\"https:\/\/datascientest.com\/en\/machine-learning-what-is-it-and-why-does-it-change-the-world\"> technical mastery<\/a> of decision tree ensembles or k-means clustering, but rather an ability to distinguish between them and understand their applications in various situations. These concepts are also covered in professional online training programs.<\/p><p>Beyond these &#8220;academic&#8221; prerequisites, curiosity holds significant value as it drives you to enhance your models. Strong communication skills are also appreciated since you need to effectively communicate and explain your work and its added value.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3197d0b e-flex e-con-boxed e-con\" data-id=\"3197d0b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-28d6d15 e-con-full e-flex e-con\" data-id=\"28d6d15\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b45d91b elementor-widget elementor-widget-text-editor\" data-id=\"b45d91b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"flex flex-grow flex-col gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert light\"><p>It&#8217;s worth noting that not everyone might possess the necessary academic<strong> prerequisites to qualify for one of our courses<\/strong>. However, it&#8217;s possible to be eligible for training programs. I encourage you to schedule an appointment with one of our advisors to get accurate answers to your questions and receive the best possible guidance.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3859fcd elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"3859fcd\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-scientist-course\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our Data Science training<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Regarded as the &#8220;sexiest job of the 21st century&#8221; by Harvard Business School, the role of a Data Scientist holds promising professional prospects. Have you ever wondered how to become a Data Scientist? We&#8217;re here to outline the essential skills you need to acquire for your training! To become a Data Scientist, it&#8217;s crucial to [&hellip;]<\/p>\n","protected":false},"author":67,"featured_media":169861,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to become a Data Scientist? The the best-kept secrets!<\/title>\n<meta name=\"description\" content=\"How to become a Data Scientist? 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