{"id":45401,"date":"2021-03-23T05:00:00","date_gmt":"2021-03-23T12:00:00","guid":{"rendered":"https:\/\/www.salesforce.com\/?post_type=sf_press_release&#038;p=45401"},"modified":"2021-03-24T16:29:01","modified_gmt":"2021-03-24T23:29:01","slug":"tableau-business-science-brings-data-science-to-business-people","status":"publish","type":"sf_press_release","link":"https:\/\/www.salesforce.com\/news\/press-releases\/2021\/03\/23\/tableau-business-science-brings-data-science-to-business-people\/","title":{"rendered":"Tableau Business Science Brings Powerful Data Science Capabilities to Business People"},"content":{"rendered":"\n<p><em>Tableau 2021.1 delivers AI-generated predictions, insights and automated explanations to help democratize data science<\/em><\/p>\n\n\n\n<p><strong>SEATTLE \u2013 March 23, 2021 \u2013<\/strong> Tableau, the world\u2019s leading analytics platform (NYSE: CRM), today introduced Business Science, a new class of AI-powered analytics that lowers the barrier to data science techniques, enabling business users and analysts to make smarter decisions faster. In a market where agility is the ultimate competitive advantage, Business Science empowers more people with data, with simplified model creation, predictions, what-if scenarios, forecasting and other analytical methods \u2013&nbsp;all using clicks, not code.<\/p>\n\n\n\n<p>Tableau will deliver Einstein Discovery in its 2021.1 update, the first major release enabling Business Science. Integrating Einstein Discovery\u2019s trusted, real-time predictions and recommendations into Tableau will help people go beyond understanding what happened and why it happened, to explore likely business outcomes and inform proactive action. For more than five years, Einstein Discovery has helped Salesforce customers surface insights and understand patterns across millions of rows of data in minutes, without requiring sophisticated data models.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Introducing Tableau Business Science | A new class of AI-powered analytics\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/oPojCP1TDbI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u201cToday, data science is out of reach for most business users. Business analysts have relied on data scientists to extract powerful, precise insights using sophisticated models. But getting to those insights can be complex, expensive and time consuming,\u201d said Chandana Gopal, research director, future of intelligence, IDC. \u201cWhile data science can unlock powerful insights, there is sometimes a trade-off between precision and time-to-insight. Business Science recognizes that trade-off and seeks to make data science accessible and actionable for more people.\u201d<\/p>\n\n\n\n<p>Business Science will elevate the work of both data scientists and advanced analysts.<\/p>\n\n\n\n<p>\u201cData science has always been able to solve big problems but too often that power is limited to a few select people within an organization,\u201d said Francois Ajenstat, chief product officer, Tableau. \u201cTo build truly data-driven organizations, we need to unlock the power of data for as many people as possible. Democratizing data science will help more people make smarter decisions faster.\u201d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\u201cTo build truly data-driven organizations, we need to unlock the power of data for as many people as possible. <span class=\"js-twitter-inline\">Democratizing data science will help more people make smarter decisions faster.\u201d<\/span><\/p><cite>Francois Ajenstat, Chief Product Officer, Tableau<\/cite><\/blockquote>\n\n\n\n<p>Customers can use Business Science to improve supply chain efficiency, predict likelihood of purchase or maximize delivery of goods or services, for example. Data science could help with vaccine research and development, while Business Science could help with distribution and get shots in people\u2019s arms.<\/p>\n\n\n\n<p>\u201cMachine Learning platforms like Einstein Discovery are the next frontier in democratizing data science,\u201d said Siddharth Dayama, senior manager of data analytics, Verizon. \u201cEinstein Discovery integrated into Tableau brings predictive capabilities to the existing inventory of dashboards companies already have, and when that\u2019s combined with auto-generated machine learning models, businesses can explore patterns, trends and correlations in their historical data without writing a single line of code. Layering ML\/AI capabilities on existing BI infrastructure opens up a world of possibilities in day-to-day business problem solving.\u201d<\/p>\n\n\n\n<div class=\"wp-block-jetpack-slideshow\" data-effect=\"slide\"><div class=\"wp-block-jetpack-slideshow_container swiper-container\"><ul class=\"wp-block-jetpack-slideshow_swiper-wrapper swiper-wrapper\"><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" alt=\"A screenshot showing a visualization on whether customers are likely to pay on time in Einstein Discovery, part of Tableau Business Science\" class=\"wp-block-jetpack-slideshow_image wp-image-45459\" data-id=\"45459\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=1024\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg 1920w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=768&amp;h=432 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=1024&amp;h=576 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=1536&amp;h=864 1536w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=264&amp;h=149 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=500&amp;h=281 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=678&amp;h=381 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=150&amp;h=84 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=343&amp;h=193 343w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=1414&amp;h=796 1414w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/LikelyPayment.jpg?w=1218&amp;h=685 1218w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Einstein Discovery insights are integrated into your Tableau workflow, so you never need to disrupt your analysis.<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1080\" alt=\"A screenshot showing the likelihood of shipments arriving on time in Einstein Discovery, in Tableau Business Science\" class=\"wp-block-jetpack-slideshow_image wp-image-45458\" data-id=\"45458\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=1024\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg 1920w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=768&amp;h=432 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=1024&amp;h=576 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=1536&amp;h=864 1536w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=264&amp;h=149 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=500&amp;h=281 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=678&amp;h=381 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=150&amp;h=84 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=343&amp;h=193 343w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=1414&amp;h=796 1414w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/Ontime-Delivery.jpg?w=1218&amp;h=685 1218w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Build predictions based on your historic data together with any relevant external data, and surface that to all Tableau users across your org with Einstein Discovery<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1057\" alt=\"A screenshot showing average predicted user engagement in Einstein Discovery, part of Tableau Business Science\" class=\"wp-block-jetpack-slideshow_image wp-image-45460\" data-id=\"45460\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=1024\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg 1920w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=300&amp;h=165 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=768&amp;h=423 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=1024&amp;h=564 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=1536&amp;h=846 1536w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=264&amp;h=145 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=500&amp;h=275 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=678&amp;h=373 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=150&amp;h=83 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=351&amp;h=193 351w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TableCalc.jpg?w=1218&amp;h=671 1218w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Einstein Discovery lets you create trusted, predictive ML models &#8211; without writing a single line of code. <\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1382\" height=\"767\" alt=\"A screenshot showing Einstein Customer Revenue Analysis, part of Tableau Business Science\" class=\"wp-block-jetpack-slideshow_image wp-image-45415\" data-id=\"45415\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=1024\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png 1382w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=300&amp;h=166 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=768&amp;h=426 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=1024&amp;h=568 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=264&amp;h=147 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=500&amp;h=277 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=678&amp;h=376 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=150&amp;h=83 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=348&amp;h=193 348w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/prediction-simulator-general.png?w=1218&amp;h=676 1218w\" sizes=\"(max-width: 1382px) 100vw, 1382px\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">Reduce reliance on data science teams with the intuitive model building wizard and model monitoring process, and go from data to insights fast, so that every decision is a smart, guided one.<\/figcaption><\/figure><\/li><li class=\"wp-block-jetpack-slideshow_slide swiper-slide\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1680\" height=\"916\" alt=\"Charts from Einstein Discovery in Tableau Business Science\" class=\"wp-block-jetpack-slideshow_image wp-image-45457\" data-id=\"45457\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=1024\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg 1680w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=300&amp;h=164 300w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=768&amp;h=419 768w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=1024&amp;h=558 1024w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=1536&amp;h=837 1536w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=264&amp;h=144 264w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=500&amp;h=273 500w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=678&amp;h=370 678w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=150&amp;h=82 150w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=354&amp;h=193 354w, https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2021\/03\/TrustedAI.jpg?w=1218&amp;h=664 1218w\" sizes=\"(max-width: 1680px) 100vw, 1680px\" \/><figcaption class=\"wp-block-jetpack-slideshow_caption gallery-caption\">With a number of anti-bias and transparency features built in, you can check the criteria used in Einstein\u2019s predictions and recommendations in Einstein Discovery in Tableau Business Science<\/figcaption><\/figure><\/li><\/ul><a class=\"wp-block-jetpack-slideshow_button-prev swiper-button-prev swiper-button-white\" role=\"button\"><\/a><a class=\"wp-block-jetpack-slideshow_button-next swiper-button-next swiper-button-white\" role=\"button\"><\/a><a aria-label=\"Pause Slideshow\" class=\"wp-block-jetpack-slideshow_button-pause\" role=\"button\"><\/a><div class=\"wp-block-jetpack-slideshow_pagination swiper-pagination swiper-pagination-white\"><\/div><\/div><\/div>\n\n\n\n<p>Additional capabilities available in 2021.1 include:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>New <strong>Microsoft Azure Connectivity Improvements<\/strong> allow people to connect to their data in Azure SQL Database (with Azure Active Directory) and Azure Data Lake Gen 2. Tableau also now supports Azure Active Directory in two existing connectors, Azure Synapse and Azure Databricks.<\/li><li>A new <strong>Extension Gallery<\/strong> helps people easily search for and discover connectors and dashboard extensions within Tableau. From the gallery, customers can easily discover and install connectors and dashboard extensions that add functionality to their dashboards and connectors that enable Tableau to access additional databases and applications, within their Tableau workflow.<\/li><li>A <strong>redesigned<\/strong> <strong>notification experience <\/strong>displays a Tableau user\u2019s shares, comments, extracts and prep flows together in one dedicated space. This communicates all important changes across the organization. People can choose where to receive these notifications \u2014 directly in Tableau, email or both \u2014 ensuring they\u2019re aware of important alerts or updates.<\/li><li>Quicker, easier<strong> Level of Detail (LOD) expressions<\/strong> let people use context menus or drag-and-drop a measure onto a dimension to automatically create a Level of Detail expression with the default aggregation.<\/li><li>A new <strong>Salesforce<\/strong> <strong>Customer 360 Audiences Connector<\/strong> natively connects Tableau to Customer 360 Audiences, uncovering insights in detailed customer data. With the new connector, Tableau customers can explore by campaign, channel and multiple customer dimensions to understand the \u2018who\u2019 and \u2018why\u2019 behind their cross-channel engagement results.<\/li><\/ul>\n\n\n\n<p><em>To learn more about Business Science, read the blog post <a href=\"https:\/\/www.tableau.com\/about\/blog\/2021\/3\/what-is-tableau-business-science\" target=\"_blank\" rel=\"noreferrer noopener\">What is Tableau Business Science?<\/a><\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>About Tableau<\/strong><\/h3>\n\n\n\n<p>Tableau helps people see and understand data. Tableau\u2019s self-service analytics platform empowers people of any skill level to work with data. From individuals and non-profits to government agencies and the Fortune 500, tens of thousands of customers around the world rely on Tableau\u2019s advanced analytics capabilities to make impactful, data-driven decisions. For more information, please visit <a href=\"http:\/\/www.tableau.com\/trial\" target=\"_blank\" rel=\"noreferrer noopener\">www.tableau.com<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tableau 2021.1 delivers AI-generated predictions, insights and automated explanations to help democratize data science SEATTLE \u2013 March 23, 2021 \u2013 Tableau, the world\u2019s leading analytics platform (NYSE: CRM), today introduced Business Science, a new class of AI-powered analytics that lowers the barrier to data science techniques, enabling business users and analysts to make smarter decisions [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"template":"","meta":{"sf_subhead":"","sf_i18n_disclaimer":false,"alternateThumbnailId":45467,"sf_product_cta_id":0,"footnotes":""},"sf_content_type":[1792],"sf_theme":[1916,1912,1915],"sf_topic":[2239,1737,1734,1732,1745],"sf_product":[1928],"sf_industry":[],"sf_role":[],"sf_multimedia_asset":[],"sf_location":[1724],"sf_collection":[],"sf_visibility":[],"coauthors":[2027],"class_list":["post-45401","sf_press_release","type-sf_press_release","status-publish","hentry","sf_content_type-press-releases-product","sf_theme-artificial-intelligence","sf_theme-digital-transformation","sf_theme-future-of-work","sf_topic-analytics","sf_topic-artificial-intelligence","sf_topic-customer-engagement","sf_topic-future-of-work","sf_topic-sales","sf_product-tableau","sf_location-amer"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - 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