{"id":4683,"date":"2020-11-14T00:20:35","date_gmt":"2020-11-14T08:20:35","guid":{"rendered":"https:\/\/careerkarma.com\/blog\/?p=4683"},"modified":"2020-11-14T09:39:12","modified_gmt":"2020-11-14T17:39:12","slug":"how-to-learn-data-visualization","status":"publish","type":"post","link":"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/","title":{"rendered":"How to Learn Data Visualization"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">How to Learn Data Visualization<\/h2>\n\n\n\n<p><a href=\"https:\/\/careerkarma.com\/blog\/top-data-visualization-projects-for-beginners\/\">Data visualization<\/a>&nbsp;is a specialized skill requiring you to know how to work with a specific set of tools. If you&#8217;re wondering how to learn data visualization, gaining familiarity with visualization software is a good place to start.&nbsp;<\/p>\n\n\n\n<p>The basic visualization software that any Python programmer should be familiar with are:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Microsoft Excel&nbsp;<\/li><li><a href=\"https:\/\/matplotlib.org\/tutorials\/index.html\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">Matplotlib<\/a><\/li><li><a href=\"https:\/\/docs.bokeh.org\/en\/latest\/docs\/gallery.html\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">Bokeh<\/a><\/li><li><a href=\"https:\/\/seaborn.pydata.org\/tutorial.html\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">Seaborn<\/a><\/li><\/ul>\n\n\n\n<p>These are powerful, standard issue libraries with which the aspiring data scientist can do rough-and-dirty graphing work or more sophisticated visualizations.&nbsp;<\/p>\n\n\n\n<p>There are more powerful enterprise-grade options, too. It\u2019s not necessary to know all of them, but having serious experience with at least one will help you to stand out in the job market.&nbsp;<\/p>\n\n\n\n<p>Some powerful enterprise-grade visualization software are:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/www.tableau.com\/learn\/training\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">Tableau<\/a><\/li><li><a href=\"https:\/\/vallandingham.me\/altair_intro.html\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">Altair<\/a><\/li><li><a href=\"https:\/\/plot.ly\/python\/ipython-notebook-tutorial\/\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">Plotly<\/a><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Tools for Data Visualization<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2019\/05\/charles-456501-unsplash-1.jpg\" alt=\"Man writing code \" class=\"wp-image-2398\"\/><figcaption>Mastering the tools of data visualization will make you a better data scientist.&nbsp;<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">What Is Data Visualization?<\/h2>\n\n\n\n<p>You can have the best machine learning models in the world, the tightest statistical testing, and the most robust possible conclusions, but it won\u2019t do you much good if you don\u2019t have the ability to communicate your results. There\u2019s just one problem: humans are much worse at reasoning about abstract statistics than we are at reasoning about, say, baked goods. That\u2019s why \u201830 percent\u2019 just doesn\u2019t mean that much to us as a number.&nbsp;<\/p>\n\n\n\n<p>However, if we see that it\u2019s about a third of a pie we immediately understand it. For these reasons you should learn data visualization. This is important not only for showing non-technical folks what you\u2019ve been up to, but also for your own processes.&nbsp;<\/p>\n\n\n\n<p>As a&nbsp;<a href=\"https:\/\/careerkarma.com\/careers\/data-science\/\">data scientist<\/a>, one of the first things I do when I have a new problem to solve is start making charts. Good visualizations are therefore key to both the maker and consumer of information.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Learning Data Visualization<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2019\/06\/shahadat-shemul-1532385-unsplash.jpg\" alt=\"\" class=\"wp-image-3370\"\/><figcaption>Everything is easier to learn if you start with the right resources.<\/figcaption><\/figure>\n\n\n\n<p>There\u2019s no substitute for getting your hands dirty with one of the major visualization libraries. But there\u2019s no reason you can\u2019t do coursework to hurry the process along. Check out the following resources for how to learn data visualization.&nbsp;<\/p>\n\n\n\n<p>The University of Illinois has a&nbsp;<a href=\"https:\/\/www.coursera.org\/learn\/datavisualization\/?ranMID=40328&amp;ranEAID=TnL5HPStwNw&amp;ranSiteID=TnL5HPStwNw-OFL403AiJl1dIo9YWpwlGw&amp;siteID=TnL5HPStwNw-OFL403AiJl1dIo9YWpwlGw&amp;utm_content=10&amp;utm_medium=partners&amp;utm_source=linkshare&amp;utm_campaign=TnL5HPStwNw\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">data science visualization course<\/a>&nbsp;as part of their computer science masters program, available through Coursera, an online course provider. It\u2019s made up of 4 modules which can be completed in less than 20 hours, if you work hard.&nbsp;<\/p>\n\n\n\n<p>The&nbsp;<a href=\"https:\/\/www.lynda.com\/Data-Science-tutorials\/Learning-Data-Visualization-2019-Revision\/5005071-2.html\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">data visualization courses<\/a>&nbsp;from LinkedIn Learning contains a lot of great information for beginners. What I like is that there\u2019s a definite focus on the story being told by your data. People sometimes forget that there\u2019s a key insight implied by a chart.&nbsp;<\/p>\n\n\n\n<p>During and after consulting the above, make sure you find\u00a0projects\u00a0you\u2019d like to work on. Projects aren\u2019t just a great way to learn, they\u2019re good for your portfolio as well. <\/p>\n\n\n\n<p>If you don\u2019t have job-specific charting work to focus on, then by all means grab a basic dataset to get familiar with best practices. For example, Sklearn has eight built in datasets that are popular for beginner machine learning projects. They\u2019ll work just as well for beginner visualization projects.\u00a0<\/p>\n\n\n\n<p>With these pointers, you can become a master visualizer, expertly communicating data-driven insights to your dazzled customers!<\/p>\n","protected":false},"excerpt":{"rendered":"How to Learn Data Visualization Data visualization&nbsp;is a specialized skill requiring you to know how to work with a specific set of tools. If you're wondering how to learn data visualization, gaining familiarity with visualization software is a good place to start.&nbsp; The basic visualization software that any Python programmer should be familiar with are:&nbsp;&hellip;","protected":false},"author":35,"featured_media":2729,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[50470],"tags":[],"class_list":{"0":"post-4683","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tech-guides"},"acf":{"post_sub_title":"","sprint_id":"","query_class":"how to learn {subject}","school_sft":"","parent_sft":"","school_privacy_policy":"","has_review":null,"is_sponser_post":"","is_guest_post":[]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to Learn Data Visualization: A Complete Guide | Career Karma<\/title>\n<meta name=\"description\" content=\"Even the best data analysis in the world won\u2019t help if you can\u2019t communicate your findings. Discover how to learn data visualization here.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Learn Data Visualization\" \/>\n<meta property=\"og:description\" content=\"Even the best data analysis in the world won\u2019t help if you can\u2019t communicate your findings. Discover how to learn data visualization here.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/\" \/>\n<meta property=\"og:site_name\" content=\"Career Karma\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/facebook.com\/careerkarmaapp\" \/>\n<meta property=\"article:published_time\" content=\"2020-11-14T08:20:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-11-14T17:39:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2019\/06\/yancy-min-1536531-unsplash.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"795\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Trent Fowler\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@career_karma\" \/>\n<meta name=\"twitter:site\" content=\"@career_karma\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Trent Fowler\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/\"},\"author\":{\"name\":\"Trent Fowler\",\"@id\":\"https:\/\/careerkarma.com\/blog\/#\/schema\/person\/768fb9a38d2c1b146588954736f79aba\"},\"headline\":\"How to Learn Data Visualization\",\"datePublished\":\"2020-11-14T08:20:35+00:00\",\"dateModified\":\"2020-11-14T17:39:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/\"},\"wordCount\":579,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2019\/06\/yancy-min-1536531-unsplash.jpg\",\"articleSection\":[\"Tech Guides\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/\",\"url\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/\",\"name\":\"How to Learn Data Visualization: A Complete Guide | Career Karma\",\"isPartOf\":{\"@id\":\"https:\/\/careerkarma.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/careerkarma.com\/blog\/how-to-learn-data-visualization\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2019\/06\/yancy-min-1536531-unsplash.jpg\",\"datePublished\":\"2020-11-14T08:20:35+00:00\",\"dateModified\":\"2020-11-14T17:39:12+00:00\",\"author\":{\"@id\":\"https:\/\/careerkarma.com\/blog\/#\/schema\/person\/768fb9a38d2c1b146588954736f79aba\"},\"description\":\"Even the best data analysis in the world won\u2019t help if you can\u2019t communicate your findings. 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