{"id":667,"date":"2020-01-21T16:55:47","date_gmt":"2020-01-21T19:55:47","guid":{"rendered":"https:\/\/gonabee.com.br\/?p=667"},"modified":"2022-01-03T21:05:52","modified_gmt":"2022-01-04T00:05:52","slug":"machine-learning-e-estatistica-relacao-aplicacoes-e-ferramentas","status":"publish","type":"post","link":"https:\/\/gonabee.com.br\/index.php\/conteudo\/machine-learning-e-estatistica-relacao-aplicacoes-e-ferramentas\/","title":{"rendered":"Machine Learning e Estat\u00edstica: Rela\u00e7\u00e3o, aplica\u00e7\u00f5es e ferramentas de desenvolvimento."},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"667\" class=\"elementor elementor-667\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-77a3c1b elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"77a3c1b\" data-element_type=\"section\" 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elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-99da4b0 elementor-widget elementor-widget-text-editor\" data-id=\"99da4b0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: center;\"><span style=\"color: #ffffff;\"><a style=\"color: #ffffff;\" href=\"https:\/\/gonabee.com.br\/index.php\/gonablog\/\">gona<span style=\"color: #cc99ff;\">BLOG<\/span><\/a><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-413735d\" data-id=\"413735d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d2a496d elementor-widget elementor-widget-text-editor\" data-id=\"3d2a496d\" 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src=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2019\/10\/gonabee1-1024x576.png\" class=\"attachment-large size-large wp-image-48\" alt=\"\" srcset=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2019\/10\/gonabee1-1024x576.png 1024w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2019\/10\/gonabee1-300x169.png 300w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2019\/10\/gonabee1-768x432.png 768w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2019\/10\/gonabee1-1568x882.png 1568w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2019\/10\/gonabee1.png 1920w\" sizes=\"(max-width: 34.9rem) calc(100vw - 2rem), (max-width: 53rem) calc(8 * (100vw \/ 12)), (min-width: 53rem) calc(6 * (100vw \/ 12)), 100vw\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3682429 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"3682429\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1e04fef\" data-id=\"1e04fef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4144c0a elementor-widget elementor-widget-heading\" data-id=\"4144c0a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-xxl\">Machine Learning e Estat\u00edstica<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da2bd60 elementor-widget elementor-widget-heading\" data-id=\"da2bd60\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\">Rela\u00e7\u00e3o, aplica\u00e7\u00f5es e ferramentas de desenvolvimento<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7fd59986 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7fd59986\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-70819bb2\" data-id=\"70819bb2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9ba481a elementor-widget elementor-widget-text-editor\" data-id=\"9ba481a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: left;\">Por: \u00c9cio Souza Diniz | Publicado em 27 de janeiro de 2020<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-12a96b0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"12a96b0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column 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class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-twitter elementor-repeater-item-5556178\" href=\"https:\/\/twitter.com\/betaanalitica\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Twitter<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-twitter\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin elementor-repeater-item-2941a00\" href=\"https:\/\/www.linkedin.com\/company\/35540844\/admin\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-cfa3b95\" data-id=\"cfa3b95\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4c1be0a elementor-widget elementor-widget-text-editor\" data-id=\"4c1be0a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"western\" align=\"justify\"><span style=\"color: #333333;\">O termo <strong>machine learning<\/strong> \u00e9 um dos mais falados na atualidade em rela\u00e7\u00e3o \u00e0 tecnologia. Com o poder da computa\u00e7\u00e3o e o avan\u00e7o na <strong>ci\u00eancia de an\u00e1lise de dados<\/strong>\u00a0 hoje podemos realizar coisas incr\u00edveis do conforto de nossas casas, como analisar o tr\u00e1fego, reconhecer pessoas em fotos e etc. Mas afinal de contas, <strong>o que \u00e9 e como funciona<\/strong> o machine learning? Quais rela\u00e7\u00f5es do aprendizado de m\u00e1quina com <strong>estat\u00edstica<\/strong>? Quais <strong>aplica\u00e7\u00f5es e softwares<\/strong> utilizados no aprendizado de m\u00e1quina?<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7225b74 elementor-widget elementor-widget-text-editor\" data-id=\"7225b74\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h6 style=\"text-align: right;\"><span style=\"color: #808080;\">Fonte: <a href=\"https:\/\/betaanalitica.com.br\/2019\/05\/17\/machine-learning\/\">Beta Anal\u00edtica<\/a><br \/><\/span><\/h6>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f8e00dd\" data-id=\"f8e00dd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b099725 elementor-widget elementor-widget-accordion\" data-id=\"3b099725\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-9901\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-9901\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"far fa-arrow-alt-circle-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"far fa-arrow-alt-circle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Conte\u00fado desse post:<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-9901\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-9901\"><ol><li><a href=\"#sub1\">O que \u00e9 e como funciona o machine learning?<\/a><\/li><li><a href=\"#sub2\">As rela\u00e7\u00f5es do machine learning com estat\u00edstica e aplica\u00e7\u00f5es<\/a><\/li><li><a href=\"#sub3\">Exemplos de importantes aplica\u00e7\u00f5es cotidianas do machine learning<\/a><\/li><li><a href=\"#sub4\">Softwares amplamente usados para aplicar machine learning<\/a><\/li><\/ol><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b15dd49 elementor-widget elementor-widget-text-editor\" data-id=\"1b15dd49\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: center;\"><span style=\"color: #333333;\">Aperte o play ou ou\u00e7a todo o post na \u00edntegra no Spotify.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22539df6 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"22539df6\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-spotify elementor-repeater-item-16e1ec6\" href=\"https:\/\/open.spotify.com\/show\/23rzBnot0h3NRkkLTxXBnT\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Spotify<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-spotify\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a828e95 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"a828e95\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-bfa5205\" data-id=\"bfa5205\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-e768bcb\" data-id=\"e768bcb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a864f9d elementor-widget elementor-widget-text-editor\" data-id=\"a864f9d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p align=\"justify\"><span style=\"color: #333333;\">Com o r\u00e1pido avan\u00e7o da inform\u00e1tica nos anos 2000 a busca por algoritmos mais eficientes para desempenhar diversas fun\u00e7\u00f5es anal\u00edticas ou responsivas de sistemas virtuais tem sido constante.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db96220 elementor-widget elementor-widget-text-editor\" data-id=\"db96220\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p align=\"justify\"><span style=\"color: #333333;\">Nesse contexto, tem havido um r\u00e1pido desenvolvimento de novos algoritmos. Esse \u00e9 um dos principais motivos pelos quais muitos formatos tradicionais de trabalho na atualidade t\u00eam sido reformulados, fazendo com que a m\u00e3o de obra humana seja substitu\u00edda em diversos setores. Dessa forma, esse \u201cnovo mercado de trabalho\u201d, tem buscado, por profissionais que dominam os conceitos, as aplica\u00e7\u00f5es e as formas de execu\u00e7\u00e3o de <a style=\"color: #333333;\" href=\"https:\/\/www.institutoayrtonsenna.org.br\/pt-br\/meu-educador-meu-idolo\/materialdeeducacao\/pensamento-computacional-e-programacao-como-ferramentas-de-aprendizagem.html\">programa\u00e7\u00e3o computacional<\/a> e modelos inteligentes. Isso para facilitar e viabilizar a execu\u00e7\u00e3o de trabalhos cotidianos e a busca de solu\u00e7\u00f5es de problemas em um mundo de alta complexidade tecnol\u00f3gica, grande competitividade e superpopuloso (exemplo: RH virtual, com algoritmos que examinam de forma automatizada e inteligente os perfis de candidatos a uma determinada vaga de emprego).<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-7a2b481\" data-id=\"7a2b481\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eee3f30 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eee3f30\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-33433e8\" data-id=\"33433e8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc23ee2 elementor-widget elementor-widget-image\" data-id=\"fc23ee2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-1-1024x683.jpg\" class=\"attachment-large size-large wp-image-773\" alt=\"\" srcset=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-1-1024x683.jpg 1024w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-1-300x200.jpg 300w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-1-768x512.jpg 768w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-1.jpg 1200w\" sizes=\"(max-width: 34.9rem) calc(100vw - 2rem), (max-width: 53rem) calc(8 * (100vw \/ 12)), (min-width: 53rem) calc(6 * (100vw \/ 12)), 100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cf5f8ce elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"cf5f8ce\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-b9845ba\" data-id=\"b9845ba\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-611a411\" data-id=\"611a411\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d4312ec elementor-widget elementor-widget-menu-anchor\" data-id=\"d4312ec\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"sub1\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c626eb9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c626eb9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-5d4c5c2\" data-id=\"5d4c5c2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-755a022 elementor-widget elementor-widget-heading\" data-id=\"755a022\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Afinal de contas o que \u00e9 e como funciona o machine learning?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ded600 elementor-widget elementor-widget-text-editor\" data-id=\"9ded600\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p align=\"justify\"><span style=\"color: #333333;\">O machine learning (aprendizado de m\u00e1quina ou aprendizado autom\u00e1tico) trata de um subcampo da <a style=\"color: #333333;\" href=\"https:\/\/www.sas.com\/pt_br\/insights\/analytics\/inteligencia-artificial.html\">intelig\u00eancia artificial<\/a>, em ci\u00eancia e engenharia da computa\u00e7\u00e3o, baseado no reconhecimento computacional de padr\u00f5es e com isso o aprendizado computacional. <a style=\"color: #333333;\" href=\"http:\/\/infolab.stanford.edu\/pub\/voy\/museum\/samuel.html\">Arthur Samuel<\/a> (pioneiro nos campos dos jogos de computador, intelig\u00eancia artificial e aprendizado de m\u00e1quina) conceitua o aprendizado de m\u00e1quina como o campo de estudo que d\u00e1 aos computadores a habilidade de aprender sem serem explicitamente programados. Assim, o aprendizado autom\u00e1tico pelos computadores explora o estudo e constru\u00e7\u00e3o de <a style=\"color: #333333;\" href=\"https:\/\/dicasdeprogramacao.com.br\/o-que-e-algoritmo\/\">algoritmos<\/a> que podem aprender de seus erros e fazer previs\u00f5es cada vez mais robustas e eficientes sobre dados.<\/span><\/p><p align=\"justify\"><span style=\"color: #333333;\">Os <a style=\"color: #333333;\" href=\"https:\/\/www.tecmundo.com.br\/programacao\/2082-o-que-e-algoritmo-.htm\">algoritmos<\/a> constru\u00eddos para aprendizagem inteligente funcionam criando um modelo matem\u00e1tico-estat\u00edstico a partir de uma entrada de dados amostrais no computador, permitindo previs\u00f5es e promovendo tomadas de decis\u00f5es a partir de reconhecimento de padr\u00f5es desses dados. A intelig\u00eancia artificial se baseia em duas linhas computacionais de racioc\u00ednio, indutivo e dedutivo. O aprendizado de m\u00e1quina, por sua vez, opera apenas o racioc\u00ednio indutivo, que extrai regras e padr\u00f5es de grandes conjuntos de dados.<\/span><\/p><p align=\"justify\"><span style=\"color: #333333;\">Um exemplo bastante popular \u00e9 o uso de padr\u00f5es faciais em programas de constru\u00e7\u00e3o de retratos de pessoas. Nesta aplica\u00e7\u00e3o um banco de dados com grande amostragem de padr\u00f5es de rostos de diversas pessoas de um determinado local, regi\u00e3o ou pa\u00eds \u00e9 analisado por um <a style=\"color: #333333;\" href=\"https:\/\/www.tecmundo.com.br\/programacao\/2082-o-que-e-algoritmo-.htm\">algoritmo<\/a>. Por meio da an\u00e1lise desses dados o software reconhece padr\u00f5es de rostos e cria uma compara\u00e7\u00e3o facial autom\u00e1tica com base nos padr\u00f5es aprendidos para dizer se duas fotos distintas correspondem a uma mesma pessoa.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-8fe7661\" data-id=\"8fe7661\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-18e14af elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"18e14af\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-45c137a\" data-id=\"45c137a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ee7cf50 elementor-widget elementor-widget-image\" data-id=\"ee7cf50\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-2.jpg\" class=\"attachment-large size-large wp-image-776\" alt=\"\" srcset=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-2.jpg 750w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-2-300x169.jpg 300w\" sizes=\"(max-width: 34.9rem) calc(100vw - 2rem), (max-width: 53rem) calc(8 * (100vw \/ 12)), (min-width: 53rem) calc(6 * (100vw \/ 12)), 100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">FONTE: Master Facial Recognition Software Development A-Z\u2122 <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5154c68 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"5154c68\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-eb69ad4\" data-id=\"eb69ad4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-5b9bb76\" data-id=\"5b9bb76\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-46c6f16 elementor-widget elementor-widget-menu-anchor\" data-id=\"46c6f16\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"sub2\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80bdd34 elementor-widget elementor-widget-heading\" data-id=\"80bdd34\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">As rela\u00e7\u00f5es do machine learning com estat\u00edstica e aplica\u00e7\u00f5es<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33be354 elementor-widget elementor-widget-text-editor\" data-id=\"33be354\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p align=\"justify\"><span style=\"color: #333333;\">H\u00e1 ramos do aprendizado de m\u00e1quinas que funcionam conectados ou sobrepostos \u00e0 <a style=\"color: #333333;\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Estat%C3%ADstica_computacional\">estat\u00edstica computacional<\/a>. Dessa forma, a estat\u00edstica computacional \u00e9 focada em fazer previs\u00f5es (exemplo: modelos estat\u00edsticos de regress\u00e3o &#8211;\u00a0<a style=\"color: #333333;\" href=\"https:\/\/medium.com\/machine-learning-beyond-deep-learning\/%C3%A1rvores-de-decis%C3%A3o-3f52f6420b69\">decis\u00e3o<\/a> &#8211; ou <a style=\"color: #333333;\" href=\"https:\/\/www.devmedia.com.br\/classificacao-e-analise-de-dados-usando-arvore-de-decisao\/7066\">classifica\u00e7\u00e3o<\/a>) usando computadores, baseando-se nas propriedades dos m\u00e9todos estat\u00edsticos e sua complexidade computacional. No aprendizado de rob\u00f4s, por exemplo, ocorre o uso de t\u00e9cnicas como aprendizado ativo, no qual h\u00e1 cria\u00e7\u00e3o de suas pr\u00f3prias sequ\u00eancias para adquirir continuamente padr\u00f5es para novas habilidades, atrav\u00e9s de uma explora\u00e7\u00e3o aut\u00f4noma e da intera\u00e7\u00e3o social com humanos.<\/span><\/p><p align=\"justify\"><span style=\"color: #333333;\">A tarefa de aprendizado pode ser dividida em tr\u00eas categorias: <a style=\"color: #333333;\" href=\"https:\/\/medium.com\/opensanca\/aprendizagem-de-maquina-supervisionada-ou-n%C3%A3o-supervisionada-7d01f78cd80a\">aprendizado supervisionado<\/a>, <a style=\"color: #333333;\" href=\"https:\/\/stanford.edu\/~shervine\/l\/pt\/teaching\/cs-229\/dicas-aprendizado-nao-supervisionado\">n\u00e3o supervisionado<\/a> e <a style=\"color: #333333;\" href=\"http:\/\/www.scielo.br\/scielo.php?script=sci_arttext&amp;pid=S0103-17592004000300008\">Aprendizado por refor\u00e7o<\/a>. Essa classifica\u00e7\u00e3o \u00e9 baseada na natureza do sinal (fonte de informa\u00e7\u00e3o) fornecida por padr\u00f5es de dados para um sistema de aprendizado. No <a style=\"color: #333333;\" href=\"https:\/\/medium.com\/opensanca\/aprendizagem-de-maquina-supervisionada-ou-n%C3%A3o-supervisionada-7d01f78cd80a\">aprendizado supervisionado<\/a> s\u00e3o fornecidas ao computador entradas e sa\u00eddas desejadas de dados, que s\u00e3o fornecidos por uma pessoa (pesquisador, programador ou professor), objetivando promover um mapeamento dessas entradas e sa\u00eddas. J\u00e1 no <a style=\"color: #333333;\" href=\"https:\/\/stanford.edu\/~shervine\/l\/pt\/teaching\/cs-229\/dicas-aprendizado-nao-supervisionado\">aprendizado n\u00e3o supervisionado<\/a>, n\u00e3o \u00e9 fornecido qualquer tipo de padr\u00e3o dos dados ao algoritmo de aprendizagem. Neste caso o algoritmo deve por encontrar por si pr\u00f3prio os padr\u00f5es nas entradas de dados fornecidas. Assim, esse tipo de aprendizado comumente objetiva descobrir novos padr\u00f5es nos dados. A <a style=\"color: #333333;\" href=\"http:\/\/www.scielo.br\/scielo.php?script=sci_arttext&amp;pid=S0103-17592004000300008\">aprendizagem por refor\u00e7o<\/a> ocorre em uma intera\u00e7\u00e3o precisa entre um programa computacional e um ambiente din\u00e2mico para que o programa desempenhe uma fun\u00e7\u00e3o (ex: controlar automaticamente m\u00e1quinas de extra\u00e7\u00e3o de madeira numa planta\u00e7\u00e3o florestal).<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb796a0 elementor-widget elementor-widget-text-editor\" data-id=\"cb796a0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p align=\"justify\"><span style=\"color: #333333;\">Ao se considerar a sa\u00edda desejada num sistema de aprendizado de m\u00e1quina pode-se classifica-las como respostas de Classifica\u00e7\u00e3o, de Regress\u00e3o e Clustering. Nos sistemas de <a style=\"color: #333333;\" href=\"https:\/\/www.alura.com.br\/conteudo\/introducao-a-machine-learning-com-classificacao\">classifica\u00e7\u00e3o<\/a> as entradas s\u00e3o divididas em duas ou mais classes e o usu\u00e1rio de modelos estat\u00edsticos, aplicando essa abordagem, deve produzir um modelo supervisionado que vincula entradas n\u00e3o vistas a uma ou mais dessas classes. Um exemplo dessa abordagem \u00e9 a filtragem de e-mails recebidos e direcionados para caixa de spam, isto \u00e9, as entradas s\u00e3o as mensagens de e-mails e as classes s\u00e3o \u201cspam\u201d ou \u201cn\u00e3o spam\u201d. Exemplos de modelos estat\u00edsticos que englobam algoritmos com fun\u00e7\u00f5es de classifica\u00e7\u00e3o incluem: SVM (<a style=\"color: #333333;\" href=\"https:\/\/en.wikipedia.org\/wiki\/Support-vector_machine\">Support vector machine<\/a>), PLS (<a style=\"color: #333333;\" href=\"https:\/\/en.wikipedia.org\/wiki\/Partial_least_squares_regression\">Partial Least Squares<\/a>), ANN (<a style=\"color: #333333;\" href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_neural_network\">Artificial Neural Network<\/a>, <a style=\"color: #333333;\" href=\"https:\/\/towardsdatascience.com\/understanding-random-forest-58381e0602d2\">Random Fores<\/a>t etc.<\/span><\/p><p align=\"justify\"><span style=\"color: #333333;\">Os sistemas de <a style=\"color: #333333;\" href=\"https:\/\/en.wikipedia.org\/wiki\/Regression_analysis\">regress\u00e3o<\/a>, tamb\u00e9m operam sobre um problema supervisionado, sendo que as sa\u00eddas s\u00e3o <a style=\"color: #333333;\" href=\"http:\/\/leg.ufpr.br\/~silvia\/CE055\/node8.html\">cont\u00ednuas<\/a> em vez de <a style=\"color: #333333;\" href=\"http:\/\/leg.ufpr.br\/~silvia\/CE055\/node8.html\">discretas<\/a>. A aplica\u00e7\u00e3o de um modelo ANN para testar a efic\u00e1cia de predi\u00e7\u00e3o de dados num\u00e9ricos de natureza cont\u00ednua para decr\u00e9scimo de cobertura vegetal por um amplo grupo de vari\u00e1veis preditivas clim\u00e1ticas e de solos \u00e9 um exemplo.<\/span><\/p><p align=\"justify\"><span style=\"color: #333333;\">J\u00e1 nos sistemas de <a style=\"color: #333333;\" href=\"https:\/\/pt.wikipedia.org\/wiki\/Clustering\">clustering<\/a> tem-se uma abordagem n\u00e3o supervisionada na qual \u00e9 criado um grupo a partir de um conjunto de entradas de dados. Isto \u00e9, a tarefa consiste em agrupar um conjunto de objetos de forma que os objetos do mesmo grupo (chamados de cluster) sejam mais semelhantes uns aos outros do que \u00e0queles de outros grupos. Um exemplo de t\u00e9cnica com essa abordagem \u00e9 a NCA (<a style=\"color: #333333;\" href=\"https:\/\/www.cs.toronto.edu\/~hinton\/absps\/nca.pdf\">Neighbourhood components analysis<\/a>), na qual \u00e9 usado um modelo supervisionado classificar dados multivariados em classes distintas de acordo com uma determinada m\u00e9trica de dist\u00e2ncia sobre esses dados.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-1547b8c\" data-id=\"1547b8c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7afc7559 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7afc7559\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f6f5efb\" data-id=\"f6f5efb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2cc694f7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"2cc694f7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b00dbc7 elementor-widget elementor-widget-heading\" data-id=\"5b00dbc7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\"><a href=\"https:\/\/gonabee.com.br\/index.php\/gonablog\/\">gonaTECA<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-384779f4 elementor-widget elementor-widget-text-editor\" data-id=\"384779f4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: justify;\"><strong><span style=\"color: #ffffff;\">A nossa nova ferramenta de acesso a conte\u00fado, uma biblioteca digital: a <a style=\"color: #ffffff;\" href=\"https:\/\/gonateca.gonabee.com.br\/\">gonaTECA<\/a>.<\/span><\/strong><\/p><p style=\"text-align: justify;\"><strong><span style=\"color: #ffffff;\">Sim, Agora voc\u00ea pode ter uma biblioteca em casa! A gonabee desenvolveu uma biblioteca digital para facilitar a sua vida mais uma vez! Na <a style=\"color: #ffffff;\" href=\"https:\/\/gonateca.gonabee.com.br\/\">gonaTECA<\/a> voc\u00ea vai encontrar muita informa\u00e7\u00e3o de qualidade e ao seu alcance em apenas um click.<\/span><\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28fed892 elementor-widget elementor-widget-heading\" data-id=\"28fed892\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-medium\"><a href=\"https:\/\/gonateca.gonabee.com.br\/\">Acesse agora...<\/a><\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-161ef3fe\" data-id=\"161ef3fe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64f038b4 elementor-widget elementor-widget-image\" data-id=\"64f038b4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/gonateca.gonabee.com.br\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1350\" height=\"650\" src=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/10\/Purple-Flat-Minimalist-University-Education-Website.jpg\" class=\"attachment-full size-full wp-image-3383\" alt=\"\" srcset=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/10\/Purple-Flat-Minimalist-University-Education-Website.jpg 1350w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/10\/Purple-Flat-Minimalist-University-Education-Website-300x144.jpg 300w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/10\/Purple-Flat-Minimalist-University-Education-Website-1024x493.jpg 1024w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/10\/Purple-Flat-Minimalist-University-Education-Website-768x370.jpg 768w\" sizes=\"(max-width: 34.9rem) calc(100vw - 2rem), (max-width: 53rem) calc(8 * (100vw \/ 12)), (min-width: 53rem) calc(6 * (100vw \/ 12)), 100vw\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b3163d6 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"b3163d6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-32f98ba\" data-id=\"32f98ba\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-34bef4e\" data-id=\"34bef4e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f8e8e8 elementor-widget elementor-widget-menu-anchor\" data-id=\"0f8e8e8\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"sub3\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35ad401 elementor-widget elementor-widget-heading\" data-id=\"35ad401\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Exemplos de importantes aplica\u00e7\u00f5es cotidianas do machine learning<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1f36a6 elementor-widget elementor-widget-text-editor\" data-id=\"a1f36a6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p align=\"justify\"><span style=\"color: #333333;\">Al\u00e9m de coisas triviais, por\u00e9m, fundamentais, como <a style=\"color: #333333;\" href=\"https:\/\/resultadosdigitais.com.br\/blog\/filtros-anti-spam-como-funcionam-e-como-vence-los\/\">filtragem de spam<\/a>, uma s\u00e9rie de outras aplica\u00e7\u00f5es de grande import\u00e2ncia usando aprendizado de m\u00e1quinas engloba: mecanismos de busca na internet, <a style=\"color: #333333;\" href=\"https:\/\/acervodigital.ufpr.br\/handle\/1884\/41078\">minera\u00e7\u00e3o de opini\u00e3o<\/a>, detec\u00e7\u00e3o de fraude de cart\u00e3o de cr\u00e9dito, recupera\u00e7\u00e3o de informa\u00e7\u00e3o, detec\u00e7\u00e3o de fraude virtual, reconhecimento \u00f3tico de caracteres (<a style=\"color: #333333;\" href=\"https:\/\/blog.simply.com.br\/o-que-e-ocr-e-beneficios\/\">OCR<\/a>), processamento de <a style=\"color: #333333;\" href=\"https:\/\/www.google.com\/search?client=firefox-b-d&amp;q=O+que+%C3%A9+linguagem+natural\">linguagem natural<\/a>, diagn\u00f3sticos m\u00e9dicos, <a style=\"color: #333333;\" href=\"https:\/\/brasilescola.uol.com.br\/biologia\/bioinformatica.htm\">bioinform\u00e1tica<\/a>, reconhecimento de fala, reconhecimento de escrita, vis\u00e3o computacional e locomo\u00e7\u00e3o de rob\u00f4s, interface c\u00e9rebro-computador, classifica\u00e7\u00e3o de sequ\u00eancias de DNA, vis\u00e3o computacional, incluindo reconhecimento de objetos, jogos de estrat\u00e9gia, marketing etc.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-0fc233b\" data-id=\"0fc233b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-02c303e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"02c303e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b2b2310\" data-id=\"b2b2310\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b563445 elementor-widget elementor-widget-image\" data-id=\"b563445\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-3.jpg\" class=\"attachment-large size-large wp-image-780\" alt=\"\" srcset=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-3.jpg 676w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Machine-Learning-a-melhor-preven\u00e7\u00e3o-contra-amea\u00e7as-cibern\u00e9ticas-3-300x169.jpg 300w\" sizes=\"(max-width: 34.9rem) calc(100vw - 2rem), (max-width: 53rem) calc(8 * (100vw \/ 12)), (min-width: 53rem) calc(6 * (100vw \/ 12)), 100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">FONTE: OCR: Reconhecimento \u00d3ptico de Caracteres <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-244ec51 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"244ec51\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-81f5baf\" data-id=\"81f5baf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-d4346db\" data-id=\"d4346db\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-30cd84d elementor-widget elementor-widget-menu-anchor\" data-id=\"30cd84d\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"sub4\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c4324a elementor-widget elementor-widget-heading\" data-id=\"4c4324a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Softwares amplamente usados para aplicar machine learning<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2040e05 elementor-widget elementor-widget-text-editor\" data-id=\"2040e05\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p align=\"justify\"><span style=\"color: #333333;\">H\u00e1 hoje diversos softwares com uma ampla variedade de algoritmos de aprendizado de m\u00e1quina, incluindo aqueles que s\u00e3o pagos como <a style=\"color: #333333;\" href=\"https:\/\/www.mathworks.com\/products\/matlab.html?s_cid=wiki_matlab_2\">MATLAB<\/a>, <a style=\"color: #333333;\" href=\"https:\/\/www.sas.com\/en_us\/software\/enterprise-miner.html\">SAS Enterprise Miner<\/a> e <a style=\"color: #333333;\" href=\"http:\/\/www.statsoft.com\/Portals\/0\/Support\/Download\/Brochures\/Statistica_Data_Miner.pdf\">STATISTICA Data Miner<\/a>. Mas cada vez mais tem sido preferido os <a style=\"color: #333333;\" href=\"https:\/\/www.gnu.org\/philosophy\/free-sw.pt-br.html\">softwares livres<\/a> por n\u00e3o carecerem de licen\u00e7a, investimento financeiro e, principalmente, por serem mais constantemente atualizados em seus algoritmos e pacotes, o que \u00e9 feito com aux\u00edlio dos pr\u00f3prios usu\u00e1rios que possuem conhecimento avan\u00e7ado de programa\u00e7\u00e3o computacional. Esses softwares livres destacam o <a style=\"color: #333333;\" href=\"https:\/\/www.r-project.org\/\">R<\/a> e <a style=\"color: #333333;\" href=\"https:\/\/www.python.org\/\">Python<\/a>.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-top-column elementor-element elementor-element-d066366\" data-id=\"d066366\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d423b35 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"d423b35\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d0c0894\" data-id=\"d0c0894\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-515bfab elementor-widget elementor-widget-accordion\" data-id=\"515bfab\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-8531\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-8531\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-angle-double-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-angle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Refer\u00eancias<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8531\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-8531\"><p align=\"justify\"><a href=\"https:\/\/redir.lomadee.com\/v2\/2643e4c4c5\"><span lang=\"en-US\">Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar. (2012). Foundations of Machine Learning, The MIT Press. ISBN 978-0-262-01825-8.<\/span><\/a><\/p><p align=\"justify\"><a href=\"https:\/\/redir.lomadee.com\/v2\/26f861062f\"><span lang=\"en-US\">Gareth, James; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert. (2013). An Introduction to Statistical Learning. <\/span>Springer. ISBN 978-1-4614-7137-0<\/a><\/p><p align=\"justify\">\u00a0<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-8532\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-8532\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-angle-double-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-angle-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Como Citar<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8532\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-8532\"><p><span style=\"color: #333333;\">DINIZ, E. de S.. Machine Learning e Estat\u00edstica: Rela\u00e7\u00e3o, aplica\u00e7\u00f5es e ferramentas de desenvolvimento.\u00a0 gonablog | gonabee Escola Digital, 2020. Dispon\u00edvel em &lt;https:\/\/gonabee.com.br\/index.php\/2020\/01\/21\/machine-learning-e-estatistica-relacao-aplicacoes-e-ferramentas<a class=\"components-external-link edit-post-post-link__link\" style=\"color: #333333;\" href=\"https:\/\/gonabee.com.br\/index.php\/2020\/03\/28\/texto_dissertativo\/\" target=\"_blank\" rel=\"external noreferrer noopener\"><span class=\"edit-post-post-link__link-suffix\">\/<\/span><span class=\"screen-reader-text\">(abrir em uma nova aba)<\/span><\/a>&gt; Acessado em: <em>DIA<\/em> de <em>M\u00caS<\/em> de <em>ANO<\/em>.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-817b45f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"817b45f\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-22d567e\" data-id=\"22d567e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-82b4653 elementor-widget elementor-widget-heading\" data-id=\"82b4653\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Apoio:<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2f825cb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f825cb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-40b1334\" data-id=\"40b1334\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-55eecd1 elementor-widget elementor-widget-image\" data-id=\"55eecd1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/betaanalitica.com.br\/\" target=\"_blank\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"480\" src=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Yara-Singulano4-1024x768.jpg\" class=\"attachment-large size-large wp-image-735\" alt=\"\" srcset=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Yara-Singulano4-1024x768.jpg 1024w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Yara-Singulano4-300x225.jpg 300w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Yara-Singulano4-768x576.jpg 768w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2020\/01\/Yara-Singulano4-1568x1176.jpg 1568w\" sizes=\"(max-width: 34.9rem) calc(100vw - 2rem), (max-width: 53rem) calc(8 * (100vw \/ 12)), (min-width: 53rem) calc(6 * (100vw \/ 12)), 100vw\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f2ea73 elementor-shape-rounded elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"9f2ea73\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-facebook elementor-repeater-item-8b92aea\" href=\"https:\/\/www.facebook.com\/betaanalitica\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Facebook<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-facebook\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-instagram elementor-repeater-item-5caffc6\" href=\"https:\/\/www.instagram.com\/beta_analitica\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Instagram<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-instagram\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-youtube elementor-repeater-item-a039e01\" href=\"https:\/\/www.youtube.com\/channel\/UCJBDEZ1e5H0RA5OH5ajxthQ?view_as=subscriber\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Youtube<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-youtube\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-twitter elementor-repeater-item-5556178\" href=\"https:\/\/twitter.com\/betaanalitica\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Twitter<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-twitter\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin elementor-repeater-item-2941a00\" href=\"https:\/\/www.linkedin.com\/company\/35540844\/admin\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-linkedin\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ba23ba2\" data-id=\"ba23ba2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b7b10de elementor-widget elementor-widget-text-editor\" data-id=\"b7b10de\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"text-align: justify;\"><span style=\"color: #333333;\">A <a style=\"color: #333333;\" href=\"https:\/\/betaanalitica.com.br\/\">Beta Anal\u00edtica<\/a> surgiu em 2018 e tem como miss\u00e3o auxiliar empresas, pessoas f\u00edsicas e universidades na obten\u00e7\u00e3o de solu\u00e7\u00f5es para gest\u00e3o de dados e an\u00e1lises estat\u00edsticas. Para isso, n\u00f3s disp\u00f5em de <a style=\"color: #333333;\" href=\"https:\/\/betaanalitica.com.br\/quem-somos\/\">profissionais e colaboradores<\/a> altamente qualificados (professores, mestres e doutores) em diversas \u00e1reas, para fornecer assist\u00eancias em an\u00e1lises, coaching, cursos e treinamentos. Tenha uma experi\u00eancia anal\u00edtica agrad\u00e1vel e resolutiva! Conte com os <a style=\"color: #333333;\" href=\"https:\/\/betaanalitica.com.br\/servicos\/\">servi\u00e7os Beta<\/a>!!!<br \/><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4ba5d3b5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ba5d3b5\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-9c48761\" data-id=\"9c48761\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-220b435e\" data-id=\"220b435e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74c461a1 elementor-widget elementor-widget-text-editor\" data-id=\"74c461a1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote><p style=\"text-align: justify;\"><strong>O assunto \u00e9 bastante extenso e n\u00e3o \u00e9 poss\u00edvel ensinar tudo em apenas um post. O aprendizado aqui, \u00e9 importante, por\u00e9m \u00e9 apenas uma parte. Se voc\u00ea deseja mais leituras e conte\u00fados entre em contato conosco. Estaremos sempre dispostos a lhe ajudar.<\/strong><\/p><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-636f9df1 elementor-widget elementor-widget-image\" data-id=\"636f9df1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/gonabee.com.br\/index.php\/apoie-gonabee\/\" target=\"_blank\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"160\" src=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2021\/12\/Verde-Laranja-e-Rosa-Org\u00e2nico-Corporativo-PME-Kit-de-Marketing-Banner-para-LinkedIn-1024x256.jpg\" class=\"attachment-large size-large wp-image-7158\" alt=\"\" srcset=\"https:\/\/gonabee.com.br\/wp-content\/uploads\/2021\/12\/Verde-Laranja-e-Rosa-Org\u00e2nico-Corporativo-PME-Kit-de-Marketing-Banner-para-LinkedIn-1024x256.jpg 1024w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2021\/12\/Verde-Laranja-e-Rosa-Org\u00e2nico-Corporativo-PME-Kit-de-Marketing-Banner-para-LinkedIn-300x75.jpg 300w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2021\/12\/Verde-Laranja-e-Rosa-Org\u00e2nico-Corporativo-PME-Kit-de-Marketing-Banner-para-LinkedIn-768x192.jpg 768w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2021\/12\/Verde-Laranja-e-Rosa-Org\u00e2nico-Corporativo-PME-Kit-de-Marketing-Banner-para-LinkedIn-1536x384.jpg 1536w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2021\/12\/Verde-Laranja-e-Rosa-Org\u00e2nico-Corporativo-PME-Kit-de-Marketing-Banner-para-LinkedIn-1568x392.jpg 1568w, https:\/\/gonabee.com.br\/wp-content\/uploads\/2021\/12\/Verde-Laranja-e-Rosa-Org\u00e2nico-Corporativo-PME-Kit-de-Marketing-Banner-para-LinkedIn.jpg 1584w\" sizes=\"(max-width: 34.9rem) calc(100vw - 2rem), (max-width: 53rem) calc(8 * (100vw \/ 12)), (min-width: 53rem) calc(6 * (100vw \/ 12)), 100vw\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-top-column elementor-element elementor-element-ade8f99\" data-id=\"ade8f99\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-28544c71 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"28544c71\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2599883d\" data-id=\"2599883d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-55299aa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"55299aa\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-607ce0ea\" data-id=\"607ce0ea\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5cc291de elementor-widget elementor-widget-heading\" data-id=\"5cc291de\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-large\"><a href=\"https:\/\/gonabee.com.br\/index.php\/gonablog\/\">gonaBlog<\/a><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-638e8ebd elementor-widget elementor-widget-heading\" data-id=\"638e8ebd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-medium\"><a href=\"https:\/\/gonabee.com.br\/index.php\/gonablog\/\">Acesse agora...<\/a><\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6907d70\" data-id=\"6907d70\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6250616 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6250616\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1be795aa\" data-id=\"1be795aa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e0b703c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1e0b703c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-35432d40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35432d40\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-10376ed3\" data-id=\"10376ed3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5e0fa918 elementor-widget elementor-widget-text-editor\" data-id=\"5e0fa918\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h6 style=\"text-align: center;\"><span style=\"color: #ffffff;\"><a style=\"color: #ffffff;\" href=\"https:\/\/gonabee.com.br\/index.php\/sobre\/\">Sobre<\/a><\/span><\/h6>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-1c3a8eb6\" data-id=\"1c3a8eb6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-593926fe elementor-widget elementor-widget-text-editor\" data-id=\"593926fe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h6 style=\"text-align: center;\"><span style=\"color: #ffffff;\"><a 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