{"id":7727,"date":"2022-05-24T13:38:05","date_gmt":"2022-05-24T17:38:05","guid":{"rendered":"https:\/\/solutionsreview.com\/business-intelligence\/?p=7727"},"modified":"2022-05-26T09:29:57","modified_gmt":"2022-05-26T13:29:57","slug":"key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms","status":"publish","type":"post","link":"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/","title":{"rendered":"Key Takeaways: The 2022 Gartner Market Guide for Multipersona Data Science and Machine Learning Platforms"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-7730 size-full\" src=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10.jpg\" alt=\"Key Takeaways: The 2022 Gartner Market Guide for Multipersona Data Science and Machine Learning Platforms\" width=\"800\" height=\"400\" srcset=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10.jpg 800w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10-406x203.jpg 406w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10-768x384.jpg 768w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10-540x270.jpg 540w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10-162x81.jpg 162w, https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10-360x180.jpg 360w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p style=\"text-align: justify;\"><em><strong>Gartner recently released its 2022 Market Guide for Multipersona Data Science and Machine Learning Platforms, meant to cover emerging markets currently in limbo.<\/strong><\/em><\/p>\n<p style=\"text-align: justify;\">Analyst house Gartner, Inc. recently released its new <a href=\"https:\/\/www.gartner.com\/en\" target=\"_blank\" rel=\"noopener noreferrer\"><em>Market Guide for Multipersona Data Science and Machine Learning Platforms<\/em><\/a>. The researcher&#8217;s <a href=\"https:\/\/www.gartner.com\/technology\/research\/methodologies\/research_markets.jsp\" target=\"_blank\" rel=\"noopener noreferrer\">Market Guide series<\/a> is meant to cover new and emerging markets where software products and organizational requirements are in limbo. Gartner&#8217;s Market Guides can be a great resource for understanding how a fledgling space may line up with current and future technology needs.<\/p>\n<p style=\"text-align: justify;\">According to Gartner, &#8220;<span class=\"unbalanced-text\">A\u00a0multipersona\u00a0data science and machine learning (DSML) platform\u00a0is a cohesive and composable portfolio of products and capabilities, offering augmented and automated support to a diversity of user types and their collaboration. The primary aim of \u201cmultipersona DSML platforms\u201d is to create value through democratization. Increasingly, this is complemented by offering additional analytics capabilities for business intelligence, visualization and exploration.&#8221;<\/span><\/p>\n<div class=\"widget\"><div class=\"aside-card\">\t\t\t<div class=\"textwidget\"><p><a class=\"speedbump\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/get-a-free-business-intelligence-software-buyers-guide\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2880 size-full\" src=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2020\/02\/BI_BG_SB_800.gif\" alt=\"Download Link to Business Intelligence &amp; Data Analytics Buyer's Guide\" width=\"800\" height=\"100\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div>\n<p style=\"text-align: justify;\">Multipersona data science and machine learning tools enable more people in an organization to utilize key capabilities for advanced analytics. Gartner is quick to recommend against limiting these platforms to model prototyping and development. Data and analytics leaders should put these products to use to fully support the deployment of data science and machine learning models. This &#8220;should&#8221; cover not only technical aspects but also governance, risk management, and responsible AI ethics.<\/p>\n<p style=\"text-align: justify;\">Gartner highlights the following providers in the multipersona data science and machine learning market: 4Paradigm, Aera, Aible, ALEIA, Alibaba Cloud, Altair, Alteryx, Amazon Web Services (AWS), C3 AI, Dataiku, DataRobot, dotData, Einblick Analytics, Google, IBM, KNIME, MathWorks, Microsoft, Palantir, Peak, Qlik, RapidMiner, SAS, and Subex. Solutions Review editors read the report, <a href=\"https:\/\/www.gartner.com\/en\" target=\"_blank\" rel=\"noopener\">available here<\/a>, and pulled out the key takeaways.<\/p>\n<p style=\"text-align: justify;\">Growth in this business software segment is growing in pace and mirrors the investments made by organizations in data science and machine learning initiatives. Largely evolving from strategy to execution, organizations that have invested in these types of technologies are now requiring a &#8220;stronger and faster return on value&#8221; according to Gartner. These organizations, as a result of their technology adoption, are less limited by the availability of scarce expert data science resources.<\/p>\n<p style=\"text-align: justify;\">This market is being influenced mostly by role-based capabilities and an emphasis on either democratization or industrialization. This is a key differentiator among key vendors in this space, with some actively focused on democratization while others zone in on code-based and expert users who are responsible for complex AI systems. Still other providers are adding value on technical support for MLOps or specific topics such as governance risk management or security.<\/p>\n<h3><a href=\"https:\/\/www.gartner.com\/en\" target=\"_blank\" rel=\"noopener\"><strong><span style=\"color: #ff0000;\">Read the Market Guide for Multipersona Data Science and Machine Learning Platforms.<\/span><\/strong><\/a><\/h3>\n<p style=\"text-align: justify;\"><div class=\"hr hr\"><\/div><\/p>\n<p style=\"text-align: justify;\"><div class=\"widget\"><div class=\"aside-card\">\t\t\t<div class=\"textwidget\"><p><a class=\"speedbump\" title=\"Download link to Business Intelligence &amp; Data Analytics Matrix Report\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/buyers-matrix-report-business-intelligence-solutions\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2880 size-full\" src=\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2021\/05\/21_BI_Matrix_SB_800.gif\" alt=\"\" width=\"800\" height=\"100\" \/><\/a><\/p>\n<\/div>\n\t\t<\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Gartner recently released its 2022 Market Guide for Multipersona Data Science and Machine Learning Platforms, meant to cover emerging markets currently in limbo. Analyst house Gartner, Inc. recently released its new Market Guide for Multipersona Data Science and Machine Learning Platforms. The researcher&#8217;s Market Guide series is meant to cover new and emerging markets where [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":7730,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Key Takeaways: The 2022 Gartner Market Guide for Multipersona Data Science and Machine Learning Platforms<\/title>\n<meta name=\"description\" content=\"Gartner recently released its 2022 Market Guide for Multipersona Data Science, meant to cover emerging markets currently in limbo.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tim King\" \/>\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\":\"WebPage\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/\",\"name\":\"Key Takeaways: The 2022 Gartner Market Guide for Multipersona Data Science and Machine Learning Platforms\",\"isPartOf\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10.jpg\",\"datePublished\":\"2022-05-24T17:38:05+00:00\",\"dateModified\":\"2022-05-26T13:29:57+00:00\",\"author\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#\/schema\/person\/154e152a275103e373e24ada7f2feb5c\"},\"description\":\"Gartner recently released its 2022 Market Guide for Multipersona Data Science, meant to cover emerging markets currently in limbo.\",\"breadcrumb\":{\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/#primaryimage\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10.jpg\",\"contentUrl\":\"https:\/\/solutionsreview.com\/business-intelligence\/files\/2022\/05\/MicrosoftTeams-image-10.jpg\",\"width\":800,\"height\":400,\"caption\":\"Key Takeaways: The 2022 Gartner Market Guide for Multipersona Data Science and Machine Learning Platforms\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/key-takeaways-the-2022-gartner-market-guide-for-multipersona-data-science-and-machine-learning-platforms\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/solutionsreview.com\/business-intelligence\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Key Takeaways: The 2022 Gartner Market Guide for Multipersona Data Science and Machine Learning Platforms\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/solutionsreview.com\/business-intelligence\/#website\",\"url\":\"https:\/\/solutionsreview.com\/business-intelligence\/\",\"name\":\"Best Business Intelligence and Data Analytics Tools, Software, Solutions &amp; 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