{"id":65742,"date":"2023-09-06T13:47:01","date_gmt":"2023-09-06T16:47:01","guid":{"rendered":"https:\/\/abes.org.br\/?p=65742"},"modified":"2023-08-11T15:52:29","modified_gmt":"2023-08-11T18:52:29","slug":"gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning","status":"publish","type":"post","link":"https:\/\/abes.org.br\/en\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/","title":{"rendered":"Gartner announces key trends that will shape the future of data science and machine learning"},"content":{"rendered":"

As Machine Learning adoption grows, Data Science Machine Learning evolves from a focus on predictive models to a more democratized, data-centric discipline<\/i><\/p>\n

 <\/p>\n

\n

O\u00a0<\/span>Gartner<\/b><\/span>, a world leader in research and advice for companies, announces the main trends that will impact the future of Data Science and\u00a0Machine Learning<\/i>\u00a0(Machine Learning) as the sector grows and evolves rapidly to meet the increasing importance of Artificial Intelligence (AI) data and particularly investments in\u00a0<\/span>Generative Artificial Intelligence<\/span><\/a>.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n

 <\/p>\n<\/div>\n

\n
\"\"

Peter Krensky, analyst and director at Gartner<\/p><\/div>\n

Second\u00a0<\/span>Peter Krensky<\/span><\/a>, analyst and director at Gartner, \u201cAs machine learning adoption continues to grow rapidly across industries, DSML (<\/span>Data Science Machine Learning)\u00a0<\/i><\/span>is evolving from just focusing on predictive models to a more democratized, dynamic, and data-centric discipline. This is also fueled by the fervor around Generative Artificial Intelligence. Despite the emergence of potential risks, several new capabilities and use cases for data scientists and their organizations are emerging.\u201d<\/span>\u00a0<\/span><\/u><\/u><\/p>\n

 <\/p>\n<\/div>\n

\n

According to Gartner, the main trends that are shaping the future of\u00a0<\/span>Data Science Machine Learning\u00a0<\/i><\/span>are:<\/span>\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

Trend 1: Cloud Data Ecosystems -\u00a0<\/b><\/span>You\u00a0<\/span>data ecosystems<\/span><\/a>\u00a0are moving from standalone programs or bundled implementations to complete native solutions stored in\u00a0<\/span>A cloud<\/span><\/a>. By 2024, Gartner expects 50% of new Cloud systems implementations to be based on a cohesive data ecosystem rather than manually integrated point solutions. Gartner recommends that companies evaluate\u00a0<\/span>data ecosystems<\/span><\/a>\u00a0based on the ability to solve distributed data challenges as well as access and integrate sources outside of your environment.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

Trend 2: Edge AI \u2013\u00a0<\/b><\/span>The demand for\u00a0<\/span>Edge AI<\/span><\/a>\u00a0is growing to enable data processing at the point of creation at the edge, helping companies achieve\u00a0insights<\/i>\u00a0in real time, detect new patterns and meet strict data privacy requirements. Edge AI also helps companies improve the development, orchestration, integration and deployment of Artificial Intelligence.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n

 <\/p>\n<\/div>\n

\n

Gartner predicts that by 2025 more than 55% of all deep neural network data analysis will occur at the point of capture in an edge system, a number that in 2021 was above less than 10%. Companies must identify the applications, AI training and information needed to achieve edge environments near Internet of Things (IoT) devices.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

Trend 3: Responsible Artificial Intelligence \u2013\u00a0<\/b><\/span>THE\u00a0<\/span>Responsible Artificial Intelligence<\/span><\/a>\u00a0makes technology a positive force, rather than a threat to society and itself.<\/span>\u00a0<\/span>It covers several aspects of the business process and the right ethical choices in technology adoption that companies often address independently, such as commercial and social value, risk, trust, transparency and responsibility. Gartner predicts that the concentration of pre-trained AI models among 1% AI vendors by 2025 will make responsible technology a societal concern.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

The company recommends that companies adopt a\u00a0<\/span>risk-proportionate approach<\/span><\/a>\u00a0to add value to Artificial Intelligence and to take care when applying solutions and models. They must seek guarantees from suppliers to ensure that they are managing their risks and obligations, protecting companies from possible financial losses, legal actions and reputational damage.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

Trend 4: Data Centric AI \u2013\u00a0<\/b><\/span>Data-centric Artificial Intelligence represents a shift from an approach previously focused on models and codes, creating better systems that rely on this technology. Artificial Intelligence Solutions\u00a0Data Management, Synthetic Data and Data Labeling\u00a0<\/i>aim to solve many challenges, including accessibility, volume, privacy, security, complexity and scopes.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n

 <\/p>\n<\/div>\n

\n

The use of\u00a0<\/span>Generative Artificial Intelligence<\/span><\/a>\u00a0to create\u00a0Synthetic Data<\/i>\u00a0is an area that is growing rapidly, easing the burden of getting real-world data for business models to use.\u00a0Machine Learning<\/i>\u00a0can be trained efficiently. By 2024, Gartner predicts that 60% of data for Artificial Intelligence will be\u00a0Synthetic Data\u00a0<\/i>to simulate reality, future scenarios and risk technologies, against 1% registered in 2021.<\/span>\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

\u00a0<\/span><\/u><\/u><\/p>\n<\/div>\n

\n

Trend 5: Accelerated investment in Artificial Intelligence \u2013\u00a0<\/b><\/span>Investment in Artificial Intelligence will continue to grow through\u00a0<\/span>companies that implement the solution<\/span><\/a>, as well as by industries that seek to grow through technologies and businesses based on this technology. By the end of 2026, Gartner predicts that more than US$ 10 billion will be invested in Artificial Intelligence startups that rely on\u00a0foundation models,<\/i>\u00a0which are large technology models trained with a high volume of data. One\u00a0<\/span>recent Gartner research<\/span><\/a>\u00a0with more than 2,500 leading executives found that 45% of these professionals report that the recent\u00a0hype<\/i>\u00a0around ChatGPT led them to increase investments in Artificial Intelligence. Some 70% say their companies are investigating and exploring generative technology, while 19% are in pilot or early production mode.<\/span>\u00a0<\/span><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

\u00c0 medida que a ado\u00e7\u00e3o do Aprendizado por M\u00e1quina\u00a0cresce,\u00a0o Data Science Machine\u00a0Learning evolui e passa a focar em modelos preditivos para uma disciplina mais democratizada e centrada em dados   O\u00a0Gartner, l\u00edder mundial em pesquisa e aconselhamento para empresas, anuncia as principais tend\u00eancias que ir\u00e3o impactar\u00a0o futuro de Data Science\u00a0e\u00a0Machine\u00a0Learning\u00a0(Aprendizado de M\u00e1quina)\u00a0\u00e0 medida que o […]<\/p>\n","protected":false},"author":10,"featured_media":65744,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[39,19],"tags":[],"class_list":["post-65742","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-coluna-4","category-ultimas-noticias"],"acf":[],"yoast_head":"\nGartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning - ABES<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/abes.org.br\/en\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning - ABES\" \/>\n<meta property=\"og:description\" content=\"\u00c0 medida que a ado\u00e7\u00e3o do Aprendizado por M\u00e1quina\u00a0cresce,\u00a0o Data Science Machine\u00a0Learning evolui e passa a focar em modelos preditivos para uma disciplina mais democratizada e centrada em dados   O\u00a0Gartner, l\u00edder mundial em pesquisa e aconselhamento para empresas, anuncia as principais tend\u00eancias que ir\u00e3o impactar\u00a0o futuro de Data Science\u00a0e\u00a0Machine\u00a0Learning\u00a0(Aprendizado de M\u00e1quina)\u00a0\u00e0 medida que o […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/abes.org.br\/en\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"ABES\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ABES.software\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-06T16:47:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/abes.org.br\/wp-content\/uploads\/2023\/08\/Peter.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"801\" \/>\n\t<meta property=\"og:image:height\" content=\"454\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editor ABES\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@ABES_SOFTWARE\" \/>\n<meta name=\"twitter:site\" content=\"@ABES_SOFTWARE\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editor ABES\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/\"},\"author\":{\"name\":\"Editor ABES\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/person\\\/d65ed84c8883a123fe668129fd6a7ed3\"},\"headline\":\"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning\",\"datePublished\":\"2023-09-06T16:47:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/\"},\"wordCount\":920,\"publisher\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Peter.jpg\",\"articleSection\":[\"-Coluna 4\",\"\u00daltimas not\u00edcias\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/\",\"url\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/\",\"name\":\"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning - ABES\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Peter.jpg\",\"datePublished\":\"2023-09-06T16:47:01+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/#primaryimage\",\"url\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Peter.jpg\",\"contentUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Peter.jpg\",\"width\":801,\"height\":454},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"In\u00edcio\",\"item\":\"https:\\\/\\\/abes.org.br\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#website\",\"url\":\"https:\\\/\\\/abes.org.br\\\/\",\"name\":\"ABES\",\"description\":\"Associa\u00e7\u00e3o Brasileira das Empresas de Software\",\"publisher\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/abes.org.br\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#organization\",\"name\":\"Associa\u00e7\u00e3o Brasileira das Empresas de Software\",\"url\":\"https:\\\/\\\/abes.org.br\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2020\\\/09\\\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png\",\"contentUrl\":\"https:\\\/\\\/abes.org.br\\\/wp-content\\\/uploads\\\/2020\\\/09\\\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png\",\"width\":324,\"height\":70,\"caption\":\"Associa\u00e7\u00e3o Brasileira das Empresas de Software\"},\"image\":{\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/ABES.software\",\"https:\\\/\\\/x.com\\\/ABES_SOFTWARE\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/abes-software\\\/\",\"https:\\\/\\\/www.instagram.com\\\/abes_software\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/abes.org.br\\\/#\\\/schema\\\/person\\\/d65ed84c8883a123fe668129fd6a7ed3\",\"name\":\"Editor ABES\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3b207abce016c5e2ad6bf38914af9ad16e277128bb9b06dabb05bc191f02d7fe?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3b207abce016c5e2ad6bf38914af9ad16e277128bb9b06dabb05bc191f02d7fe?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/3b207abce016c5e2ad6bf38914af9ad16e277128bb9b06dabb05bc191f02d7fe?s=96&d=mm&r=g\",\"caption\":\"Editor ABES\"},\"url\":\"https:\\\/\\\/abes.org.br\\\/en\\\/author\\\/editor-abes\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning - ABES","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/abes.org.br\/en\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/","og_locale":"en_US","og_type":"article","og_title":"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning - ABES","og_description":"\u00c0 medida que a ado\u00e7\u00e3o do Aprendizado por M\u00e1quina\u00a0cresce,\u00a0o Data Science Machine\u00a0Learning evolui e passa a focar em modelos preditivos para uma disciplina mais democratizada e centrada em dados   O\u00a0Gartner, l\u00edder mundial em pesquisa e aconselhamento para empresas, anuncia as principais tend\u00eancias que ir\u00e3o impactar\u00a0o futuro de Data Science\u00a0e\u00a0Machine\u00a0Learning\u00a0(Aprendizado de M\u00e1quina)\u00a0\u00e0 medida que o […]","og_url":"https:\/\/abes.org.br\/en\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/","og_site_name":"ABES","article_publisher":"https:\/\/www.facebook.com\/ABES.software","article_published_time":"2023-09-06T16:47:01+00:00","og_image":[{"width":801,"height":454,"url":"https:\/\/abes.org.br\/wp-content\/uploads\/2023\/08\/Peter.jpg","type":"image\/jpeg"}],"author":"Editor ABES","twitter_card":"summary_large_image","twitter_creator":"@ABES_SOFTWARE","twitter_site":"@ABES_SOFTWARE","twitter_misc":{"Written by":"Editor ABES","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/#article","isPartOf":{"@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/"},"author":{"name":"Editor ABES","@id":"https:\/\/abes.org.br\/#\/schema\/person\/d65ed84c8883a123fe668129fd6a7ed3"},"headline":"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning","datePublished":"2023-09-06T16:47:01+00:00","mainEntityOfPage":{"@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/"},"wordCount":920,"publisher":{"@id":"https:\/\/abes.org.br\/#organization"},"image":{"@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2023\/08\/Peter.jpg","articleSection":["-Coluna 4","\u00daltimas not\u00edcias"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/","url":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/","name":"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning - ABES","isPartOf":{"@id":"https:\/\/abes.org.br\/#website"},"primaryImageOfPage":{"@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/#primaryimage"},"image":{"@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2023\/08\/Peter.jpg","datePublished":"2023-09-06T16:47:01+00:00","breadcrumb":{"@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/#primaryimage","url":"https:\/\/abes.org.br\/wp-content\/uploads\/2023\/08\/Peter.jpg","contentUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2023\/08\/Peter.jpg","width":801,"height":454},{"@type":"BreadcrumbList","@id":"https:\/\/abes.org.br\/gartner-anuncia-as-principais-tendencias-que-irao-moldar-o-futuro-de-data-science-e-machine-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"In\u00edcio","item":"https:\/\/abes.org.br\/"},{"@type":"ListItem","position":2,"name":"Gartner anuncia as principais tend\u00eancias que ir\u00e3o moldar o futuro de Data Science e Machine Learning"}]},{"@type":"WebSite","@id":"https:\/\/abes.org.br\/#website","url":"https:\/\/abes.org.br\/","name":"ABES","description":"Brazilian Association of Software Companies","publisher":{"@id":"https:\/\/abes.org.br\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/abes.org.br\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/abes.org.br\/#organization","name":"Brazilian Association of Software Companies","url":"https:\/\/abes.org.br\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/abes.org.br\/#\/schema\/logo\/image\/","url":"https:\/\/abes.org.br\/wp-content\/uploads\/2020\/09\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png","contentUrl":"https:\/\/abes.org.br\/wp-content\/uploads\/2020\/09\/logo_abes_marca_d_tagline_horizontal_verde-amarelo_cmyk.png","width":324,"height":70,"caption":"Associa\u00e7\u00e3o Brasileira das Empresas de Software"},"image":{"@id":"https:\/\/abes.org.br\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/ABES.software","https:\/\/x.com\/ABES_SOFTWARE","https:\/\/www.linkedin.com\/company\/abes-software\/","https:\/\/www.instagram.com\/abes_software\/"]},{"@type":"Person","@id":"https:\/\/abes.org.br\/#\/schema\/person\/d65ed84c8883a123fe668129fd6a7ed3","name":"ABES Editor","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/3b207abce016c5e2ad6bf38914af9ad16e277128bb9b06dabb05bc191f02d7fe?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/3b207abce016c5e2ad6bf38914af9ad16e277128bb9b06dabb05bc191f02d7fe?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/3b207abce016c5e2ad6bf38914af9ad16e277128bb9b06dabb05bc191f02d7fe?s=96&d=mm&r=g","caption":"Editor ABES"},"url":"https:\/\/abes.org.br\/en\/author\/editor-abes\/"}]}},"publishpress_future_action":{"enabled":false,"date":"2026-04-11 06:25:34","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts\/65742","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/comments?post=65742"}],"version-history":[{"count":4,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts\/65742\/revisions"}],"predecessor-version":[{"id":65747,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/posts\/65742\/revisions\/65747"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/media\/65744"}],"wp:attachment":[{"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/media?parent=65742"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/categories?post=65742"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/abes.org.br\/en\/wp-json\/wp\/v2\/tags?post=65742"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}