{"id":8816,"date":"2021-03-22T15:15:55","date_gmt":"2021-03-22T15:15:55","guid":{"rendered":"https:\/\/198.27.90.141\/?p=8816"},"modified":"2026-09-29T18:36:12","modified_gmt":"2026-09-29T18:36:12","slug":"o-que-e-machine-learning","status":"publish","type":"post","link":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/","title":{"rendered":"O que \u00e9 machine learning?"},"content":{"rendered":"<p>O machine learning (ML), tamb\u00e9m chamado em portugu\u00eas de aprendizado de m\u00e1quina, \u00e9 um m\u00e9todo de an\u00e1lise de dados e de informa\u00e7\u00f5es que permite \u00e0s m\u00e1quinas aprender e evoluir. O ML \u00e9 um dos mecanismos por tr\u00e1s da <a href=\"https:\/\/gatefy.com\/pt-br\/blog\/email-machine-learning-inteligencia-artificial\/\" target=\"_blank\" rel=\"noopener\">intelig\u00eancia artificial (IA)<\/a>.<\/p>\n<p>O objetivo do machine learning \u00e9 aperfei\u00e7oar um sistema de IA de modo que a m\u00e1quina tome decis\u00f5es por conta pr\u00f3pria, sempre aprendendo e evoluindo, com o m\u00ednimo de intera\u00e7\u00e3o humana poss\u00edvel.<\/p>\n<h2>Como o machine learning funciona<\/h2>\n<p>O machine learning trabalha com base em algoritmos. Mas o que s\u00e3o algoritmos? O algoritmo \u00e9 um conjunto de instru\u00e7\u00f5es e orienta\u00e7\u00f5es que devem ser seguidas para que um objetivo seja alcan\u00e7ado. Pense no algoritmo como uma receita. \u00c9 mais f\u00e1cil enxerg\u00e1-lo dessa maneira.<\/p>\n<p>Clique aqui para conhecer o <a href=\"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-pln-e-como-detecta-emails-maliciosos\/\" target=\"_blank\" rel=\"noopener\">Processamento de Linguagem Natural (PLN) <\/a>e a <a href=\"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-regressao-logistica-como-utilizada-emails\/\" target=\"_blank\" rel=\"noopener\">Regress\u00e3o Log\u00edstica<\/a>, dois algoritmos utilizados pela Gatefy.<\/p>\n<p>Ent\u00e3o, na pr\u00e1tica, o ML utiliza algoritmos para analisar grandes volumes de dados e de informa\u00e7\u00f5es em busca de padr\u00f5es e de anomalias que podem funcionar como um gatilho para uma a\u00e7\u00e3o espec\u00edfica e ainda podem ser usados para previs\u00f5es.<\/p>\n<p>Existem diferentes tipos algoritmos e eles podem ser usados em diferentes \u00e1reas. Citando exemplos, aqui na Gatefy usamos algoritmos para identificar\u00a0<a href=\"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-spam\/\" target=\"_blank\" rel=\"noopener\">spam<\/a>,\u00a0<a href=\"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-phishing\/\" target=\"_blank\" rel=\"noopener\">phishing<\/a>,\u00a0<a href=\"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-malware\/\" target=\"_blank\" rel=\"noopener\">malware<\/a>\u00a0e e-mails suspeitos. O Youtube e o Spotify usam algoritmos para recomendar v\u00eddeos e m\u00fasicas. A Uber e o Waze usam algoritmos para tra\u00e7ar rotas melhores.<\/p>\n<h2>Tipos de algoritmos de machine learning<\/h2>\n<p>Embora existam muitos tipos de algoritmos de machine learning, n\u00f3s podemos separ\u00e1-los em tr\u00eas categorias principais que variam de acordo com o m\u00e9todo e a forma com que a m\u00e1quina aprende.<\/p>\n<h3>1. Aprendizado supervisionado<\/h3>\n<p>O machine learning supervisionado \u00e9 um tipo de algoritmo que trabalha com exemplos e r\u00f3tulos. O objetivo \u00e9 que a m\u00e1quina aprenda a rotular novas informa\u00e7\u00f5es de acordo com os exemplos estabelecidos e conforme o feedback que for recebendo, se ela tomou a decis\u00e3o correta ou n\u00e3o.<\/p>\n<h3>2. Aprendizado n\u00e3o supervisionado<\/h3>\n<p>O machine learning n\u00e3o supervisionado n\u00e3o trabalha com exemplos e nem com feedback. A m\u00e1quina \u00e9 ensinada a entender e a interpretar informa\u00e7\u00f5es de modo que possa organiz\u00e1-las de maneira racional, para que sejam compreens\u00edveis.<\/p>\n<p>Em outras palavras, a m\u00e1quina automaticamente cria padr\u00f5es e rela\u00e7\u00f5es entre os dados sem a interfer\u00eancia de uma pessoa.<\/p>\n<h3>3. Aprendizado por refor\u00e7o<\/h3>\n<p>O algoritmo de machine learning baseado em refor\u00e7o permite que a m\u00e1quina tome uma decis\u00e3o de acordo com o contexto e o ambiente. \u00c9 um tipo de aprendizado que leva em considera\u00e7\u00e3o o comportamento da m\u00e1quina, que recebe feedbacks sobre os seus acertos e erros.<\/p>\n<p>Com o tempo, a m\u00e1quina aprende a tomar decis\u00f5es respeitando contextos espec\u00edficos.<\/p>\n<h2>Machine Learning e ciberseguran\u00e7a<\/h2>\n<p>Para n\u00f3s que trabalhamos com seguran\u00e7a de e-mail, \u00e9 quase imposs\u00edvel falar de machine learning e n\u00e3o falar de <a href=\"https:\/\/gatefy.com\/pt-br\/blog\/mes-conscientizacao-seguranca-cibernetica\/\" target=\"_blank\" rel=\"noopener\">ciberseguran\u00e7a<\/a>. S\u00e3o conceitos que j\u00e1 est\u00e3o conectados h\u00e1 algumas d\u00e9cadas e n\u00e3o podem mais ser dissociados.<\/p>\n<p>Os algoritmos desempenham um papel decisivo no combate a amea\u00e7as, especialmente se estamos falando de amea\u00e7as avan\u00e7adas e desconhecidas, ou tamb\u00e9m chamadas de\u00a0<a href=\"https:\/\/gatefy.com\/pt-br\/postagem\/vulnerabilidade-de-dia-zero-e-ataque-de-dia-zeroa\/\" target=\"_blank\" rel=\"noopener\">ataques de dia zero<\/a>. A capacidade de aprender torna os sistemas de IA e ML indispens\u00e1veis nos dias de hoje, em que milhares de amea\u00e7as s\u00e3o criadas diariamente.<\/p>\n<p>No caso aqui da Gatefy, os algoritmos de machine learning s\u00e3o uma arma poderosa ao analisar e prever comportamentos suspeitos e maliciosos em e-mails, tendo a capacidade de detectar spam, malware e outros ataques.<\/p>\n<p>Lembrando que o e-mail continua sendo o principal vetor de ataques e de amea\u00e7as na internet e que o machine learning deve ser pensado n\u00e3o como uma solu\u00e7\u00e3o completa, mas como uma parte importante de um sistema de seguran\u00e7a que leva em considera\u00e7\u00e3o v\u00e1rios mecanismos de prote\u00e7\u00e3o.<\/p>\n<p>Se tiver d\u00favidas, escreva para a gente:\u00a0<strong>contact@gatefy.com<\/strong>.\u00a0<\/p>\n<p><a href=\"https:\/\/gatefy.com\/pt-br\/seguranca-email-nuvem\/\" target=\"_blank\" rel=\"noopener\">Clique aqui para conhecer nossas solu\u00e7\u00f5es de seguran\u00e7a de e-mail.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>O machine learning (ML), tamb\u00e9m chamado em portugu\u00eas de aprendizado de m\u00e1quina, \u00e9 um m\u00e9todo de an\u00e1lise de dados e de informa\u00e7\u00f5es que permite \u00e0s m\u00e1quinas aprender e evoluir. O ML \u00e9 um dos mecanismos por tr\u00e1s da intelig\u00eancia artificial (IA). O objetivo do machine learning \u00e9 aperfei\u00e7oar um sistema de IA de modo que [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":8818,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,37],"tags":[],"class_list":["post-8816","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-educacao"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Aprendizado de m\u00e1quina: tipos, conceito e como funciona - Gatefy<\/title>\n<meta name=\"description\" content=\"O aprendizado de m\u00e1quina \u00e9 um m\u00e9todo de an\u00e1lise de dados e informa\u00e7\u00f5es que permite que as m\u00e1quinas aprendam e evoluam. Quer mais detalhes?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Aprendizado de m\u00e1quina: tipos, conceito e como funciona - Gatefy\" \/>\n<meta property=\"og:description\" content=\"O aprendizado de m\u00e1quina \u00e9 um m\u00e9todo de an\u00e1lise de dados e informa\u00e7\u00f5es que permite que as m\u00e1quinas aprendam e evoluam. Quer mais detalhes?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Gatefy\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/gatefy\" \/>\n<meta property=\"article:published_time\" content=\"2021-03-22T15:15:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-29T18:36:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/O_que_e_machine_learning.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Gatefy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@gatefy_security\" \/>\n<meta name=\"twitter:site\" content=\"@gatefy_security\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gatefy\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/\"},\"author\":{\"name\":\"Gatefy\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#\\\/schema\\\/person\\\/b305fce8ec3405a5f903af11c0b6bd94\"},\"headline\":\"O que \u00e9 machine learning?\",\"datePublished\":\"2021-03-22T15:15:55+00:00\",\"dateModified\":\"2026-09-29T18:36:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/\"},\"wordCount\":711,\"publisher\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/O_que_e_machine_learning.jpg\",\"articleSection\":[\"Blog\",\"Educa\u00e7\u00e3o\"],\"inLanguage\":\"pt-BR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/\",\"url\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/\",\"name\":\"Aprendizado de m\u00e1quina: tipos, conceito e como funciona - Gatefy\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/O_que_e_machine_learning.jpg\",\"datePublished\":\"2021-03-22T15:15:55+00:00\",\"dateModified\":\"2026-09-29T18:36:12+00:00\",\"description\":\"O aprendizado de m\u00e1quina \u00e9 um m\u00e9todo de an\u00e1lise de dados e informa\u00e7\u00f5es que permite que as m\u00e1quinas aprendam e evoluam. Quer mais detalhes?\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/#primaryimage\",\"url\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/O_que_e_machine_learning.jpg\",\"contentUrl\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/O_que_e_machine_learning.jpg\",\"width\":800,\"height\":400,\"caption\":\"Engrenagens em c\u00e9rebro representando machine learning\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/blog\\\/o-que-e-machine-learning\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"O que \u00e9 machine learning?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#website\",\"url\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/\",\"name\":\"Gatefy\",\"description\":\"We use artificial intelligence and machine learning to improve businesses&#039; inbound and outbound email security. Integrates with O365, Exchange and G Suite.\",\"publisher\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#organization\",\"name\":\"Gatefy Email Security\",\"url\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/logo-preto.png\",\"contentUrl\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/logo-preto.png\",\"width\":1500,\"height\":500,\"caption\":\"Gatefy Email Security\"},\"image\":{\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/gatefy\",\"https:\\\/\\\/x.com\\\/gatefy_security\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/gatefy\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCFSZUkcvfwYSrGopaRtUSog\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/#\\\/schema\\\/person\\\/b305fce8ec3405a5f903af11c0b6bd94\",\"name\":\"Gatefy\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2020\\\/11\\\/cropped-gatefy-badge-96x96.png\",\"url\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2020\\\/11\\\/cropped-gatefy-badge-96x96.png\",\"contentUrl\":\"https:\\\/\\\/gatefy.com\\\/wp-content\\\/uploads\\\/2020\\\/11\\\/cropped-gatefy-badge-96x96.png\",\"caption\":\"Gatefy\"},\"url\":\"https:\\\/\\\/gatefy.com\\\/pt-br\\\/author\\\/gatefy\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Aprendizado de m\u00e1quina: tipos, conceito e como funciona - Gatefy","description":"O aprendizado de m\u00e1quina \u00e9 um m\u00e9todo de an\u00e1lise de dados e informa\u00e7\u00f5es que permite que as m\u00e1quinas aprendam e evoluam. Quer mais detalhes?","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:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/","og_locale":"pt_BR","og_type":"article","og_title":"Aprendizado de m\u00e1quina: tipos, conceito e como funciona - Gatefy","og_description":"O aprendizado de m\u00e1quina \u00e9 um m\u00e9todo de an\u00e1lise de dados e informa\u00e7\u00f5es que permite que as m\u00e1quinas aprendam e evoluam. Quer mais detalhes?","og_url":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/","og_site_name":"Gatefy","article_publisher":"https:\/\/www.facebook.com\/gatefy","article_published_time":"2021-03-22T15:15:55+00:00","article_modified_time":"2026-09-29T18:36:12+00:00","og_image":[{"width":800,"height":400,"url":"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/O_que_e_machine_learning.jpg","type":"image\/jpeg"}],"author":"Gatefy","twitter_card":"summary_large_image","twitter_creator":"@gatefy_security","twitter_site":"@gatefy_security","twitter_misc":{"Escrito por":"Gatefy","Est. tempo de leitura":"8 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/#article","isPartOf":{"@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/"},"author":{"name":"Gatefy","@id":"https:\/\/gatefy.com\/pt-br\/#\/schema\/person\/b305fce8ec3405a5f903af11c0b6bd94"},"headline":"O que \u00e9 machine learning?","datePublished":"2021-03-22T15:15:55+00:00","dateModified":"2026-09-29T18:36:12+00:00","mainEntityOfPage":{"@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/"},"wordCount":711,"publisher":{"@id":"https:\/\/gatefy.com\/pt-br\/#organization"},"image":{"@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/O_que_e_machine_learning.jpg","articleSection":["Blog","Educa\u00e7\u00e3o"],"inLanguage":"pt-BR"},{"@type":"WebPage","@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/","url":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/","name":"Aprendizado de m\u00e1quina: tipos, conceito e como funciona - Gatefy","isPartOf":{"@id":"https:\/\/gatefy.com\/pt-br\/#website"},"primaryImageOfPage":{"@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/#primaryimage"},"image":{"@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/#primaryimage"},"thumbnailUrl":"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/O_que_e_machine_learning.jpg","datePublished":"2021-03-22T15:15:55+00:00","dateModified":"2026-09-29T18:36:12+00:00","description":"O aprendizado de m\u00e1quina \u00e9 um m\u00e9todo de an\u00e1lise de dados e informa\u00e7\u00f5es que permite que as m\u00e1quinas aprendam e evoluam. Quer mais detalhes?","breadcrumb":{"@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/"]}]},{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/#primaryimage","url":"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/O_que_e_machine_learning.jpg","contentUrl":"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/O_que_e_machine_learning.jpg","width":800,"height":400,"caption":"Engrenagens em c\u00e9rebro representando machine learning"},{"@type":"BreadcrumbList","@id":"https:\/\/gatefy.com\/pt-br\/blog\/o-que-e-machine-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/gatefy.com\/pt-br\/"},{"@type":"ListItem","position":2,"name":"O que \u00e9 machine learning?"}]},{"@type":"WebSite","@id":"https:\/\/gatefy.com\/pt-br\/#website","url":"https:\/\/gatefy.com\/pt-br\/","name":"Gatefy","description":"We use artificial intelligence and machine learning to improve businesses&#039; inbound and outbound email security. Integrates with O365, Exchange and G Suite.","publisher":{"@id":"https:\/\/gatefy.com\/pt-br\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/gatefy.com\/pt-br\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/gatefy.com\/pt-br\/#organization","name":"Gatefy Email Security","url":"https:\/\/gatefy.com\/pt-br\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/gatefy.com\/pt-br\/#\/schema\/logo\/image\/","url":"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/logo-preto.png","contentUrl":"https:\/\/gatefy.com\/wp-content\/uploads\/2021\/03\/logo-preto.png","width":1500,"height":500,"caption":"Gatefy Email Security"},"image":{"@id":"https:\/\/gatefy.com\/pt-br\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/gatefy","https:\/\/x.com\/gatefy_security","https:\/\/www.linkedin.com\/company\/gatefy","https:\/\/www.youtube.com\/channel\/UCFSZUkcvfwYSrGopaRtUSog"]},{"@type":"Person","@id":"https:\/\/gatefy.com\/pt-br\/#\/schema\/person\/b305fce8ec3405a5f903af11c0b6bd94","name":"Gatefy","image":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/gatefy.com\/wp-content\/uploads\/2020\/11\/cropped-gatefy-badge-96x96.png","url":"https:\/\/gatefy.com\/wp-content\/uploads\/2020\/11\/cropped-gatefy-badge-96x96.png","contentUrl":"https:\/\/gatefy.com\/wp-content\/uploads\/2020\/11\/cropped-gatefy-badge-96x96.png","caption":"Gatefy"},"url":"https:\/\/gatefy.com\/pt-br\/author\/gatefy\/"}]}},"_links":{"self":[{"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/posts\/8816","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/comments?post=8816"}],"version-history":[{"count":1,"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/posts\/8816\/revisions"}],"predecessor-version":[{"id":37791,"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/posts\/8816\/revisions\/37791"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/media\/8818"}],"wp:attachment":[{"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/media?parent=8816"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/categories?post=8816"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gatefy.com\/pt-br\/wp-json\/wp\/v2\/tags?post=8816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}