{"id":15563,"date":"2023-12-04T13:46:37","date_gmt":"2023-12-04T13:46:37","guid":{"rendered":"https:\/\/promoguy.nl\/vocabulary\/machine-learning\/"},"modified":"2023-12-04T13:46:37","modified_gmt":"2023-12-04T13:46:37","slug":"machine-learning","status":"publish","type":"entity","link":"https:\/\/promoguy.nl\/pt\/blog\/vocabulary\/machine-learning\/","title":{"rendered":"Aprendizagem autom\u00e1tica"},"content":{"rendered":"<p>A aprendizagem autom\u00e1tica \u00e9 uma disciplina cient\u00edfica que explora a constru\u00e7\u00e3o e o estudo de algoritmos que podem aprender com os dados. Estes algoritmos funcionam atrav\u00e9s da constru\u00e7\u00e3o de um modelo a partir de exemplos de dados e utilizam-no para fazer previs\u00f5es ou tomar decis\u00f5es, em vez de seguirem instru\u00e7\u00f5es de programa estritamente est\u00e1ticas. A aprendizagem autom\u00e1tica est\u00e1 intimamente relacionada com a estat\u00edstica computacional, uma disciplina que tamb\u00e9m se especializa na elabora\u00e7\u00e3o de previs\u00f5es, e que muitas vezes se sobrep\u00f5e a ela. A aprendizagem autom\u00e1tica \u00e9 um subcampo da ci\u00eancia dos computadores que deriva da investiga\u00e7\u00e3o sobre intelig\u00eancia artificial. Est\u00e1 fortemente ligada \u00e0 estat\u00edstica e \u00e0 otimiza\u00e7\u00e3o matem\u00e1tica, que fornecem m\u00e9todos, teoria e dom\u00ednios de aplica\u00e7\u00e3o a esta \u00e1rea. A aprendizagem autom\u00e1tica \u00e9 utilizada numa s\u00e9rie de tarefas inform\u00e1ticas em que n\u00e3o \u00e9 poss\u00edvel conceber e programar algoritmos expl\u00edcitos e baseados em regras. Exemplos de aplica\u00e7\u00f5es incluem a filtragem de spam, o reconhecimento \u00f3tico de caracteres (OCR), os motores de pesquisa e a vis\u00e3o por computador. A aprendizagem autom\u00e1tica \u00e9 por vezes confundida com a extra\u00e7\u00e3o de dados, embora esta se centre mais na an\u00e1lise explorat\u00f3ria de dados. A aprendizagem autom\u00e1tica e o reconhecimento de padr\u00f5es \"podem ser vistos como duas facetas do mesmo dom\u00ednio\". Quando utilizados em contextos industriais, os m\u00e9todos de aprendizagem autom\u00e1tica podem ser designados por an\u00e1lise preditiva ou modela\u00e7\u00e3o preditiva.<\/p>","protected":false},"excerpt":{"rendered":"<p>Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Such algorithms operate by building a model from example inputs and using that to make predictions or decisions, rather than following strictly static program instructions. Machine learning is closely related to and often overlaps with computational [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"","ping_status":"closed","template":"","meta":{"_acf_changed":false,"wl_entities_gutenberg":"","footnotes":""},"categories":[],"wl_entity_type":[40],"class_list":["post-15563","entity","type-entity","status-publish","hentry","wl_entity_type-creative-work"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.0 (Yoast SEO v28.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Machine Learning - Promoguy Digital Marketing Agency<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning\" \/>\n<meta property=\"og:description\" content=\"Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. 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