{"id":10319,"date":"2021-11-16T11:38:01","date_gmt":"2021-11-16T14:38:01","guid":{"rendered":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/?p=10319"},"modified":"2021-11-16T11:38:04","modified_gmt":"2021-11-16T14:38:04","slug":"big-data-e-business-intelligence","status":"publish","type":"post","link":"https:\/\/dataex.com.br\/en\/big-data-e-business-intelligence\/","title":{"rendered":"Big Data e Business Intelligence: voc\u00ea conhece a diferen\u00e7a?"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time:<\/span> <span class=\"rt-time\"> 7<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<figure class=\"wp-block-image size-large is-style-default\"><img decoding=\"async\" width=\"1024\" height=\"370\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/big-data-e-business-intelligence-1-1024x370.png\" alt=\"executivo com a m\u00e3o estendida dando suporte ao globo com dados\" class=\"wp-image-10332\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/big-data-e-business-intelligence-1-1024x370.png 1024w, http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/big-data-e-business-intelligence-1-980x354.png 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/big-data-e-business-intelligence-1-480x173.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Por serem conceitos pr\u00f3ximos, o <em>Big Data e Business Inteligence<\/em> (BI ou Intelig\u00eancia de Neg\u00f3cios) s\u00e3o, muitas vezes, confundidos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se voc\u00ea trabalha com tecnologia ou acompanha o mercado de atua\u00e7\u00e3o da sua empresa, provavelmente j\u00e1 tem familiaridade com o termo \u201c<em>Big Data<\/em>\u201d.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>\u00c0 medida que os recursos de armazenamento das plataformas de dados melhoram, surgem novas metodologias para descobrir informa\u00e7\u00f5es valiosas<\/strong>.<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Entretanto, alguns processos podem n\u00e3o ser claros o suficiente para os colaboradores compreenderem, os quais, em momentos de mudan\u00e7a na empresa, podem ter seus sentidos distorcidos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O <em>Big Data<\/em>, por exemplo, \u00e9 frequentemente confundido com o <em>Business Intelligence<\/em>, pois ambos <strong>trabalham com a an\u00e1lise de dados e contribuem com as tomadas de decis\u00f5es<\/strong>. Seja como for, algumas discuss\u00f5es podem surgir e complicar ainda mais esse cen\u00e1rio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pensando em ajudar voc\u00ea a esclarecer algumas d\u00favidas sobre esses dois recursos, preparamos um conte\u00fado com seus conceitos e explica\u00e7\u00e3o das suas principais diferen\u00e7as. Continue a leitura e aproveite!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>O que \u00e9 <\/strong><strong><em>Big Data<\/em><\/strong><strong>?<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>O <em>Big Data<\/em> se refere aos conjuntos de dados estruturados e n\u00e3o estruturados complexos, que s\u00e3o rapidamente gerados e transmitidos a partir de uma grande variedade de fontes.<\/strong>\u00a0<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Essa metodologia \u00e9 formada pelos seguintes atributos:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>volume<\/strong> \u2014 enormes quantidades de dados armazenados;<\/li><li><strong>velocidade<\/strong> \u2014 acelera\u00e7\u00e3o dos fluxos de dados que devem ser processados e analisados;<\/li><li><strong>variedade<\/strong> \u2014 diferentes fontes e formul\u00e1rios que os dados s\u00e3o coletados, como n\u00fameros, texto, v\u00eddeo, imagens, \u00e1udio e texto.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Atualmente, os dados s\u00e3o constantemente gerados sempre que abrimos um aplicativo, pesquisamos no Google, andamos pela cidade com o <em>smartphone<\/em> nos bolsos e at\u00e9 quando viajamos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O resultado? Cole\u00e7\u00f5es maci\u00e7as de informa\u00e7\u00f5es valiosas que empresas e organiza\u00e7\u00f5es precisam para gerenciar, armazenar, visualizar, analisar e, assim, entender seus comportamentos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Assim, as ferramentas tradicionais de dados n\u00e3o s\u00e3o equipadas para lidar com toda essa complexidade e volume de informa\u00e7\u00e3o, o que levou a uma s\u00e9rie de solu\u00e7\u00f5es especializadas de <em>software<\/em> e arquitetura de <em>Big Data<\/em> projetadas para gerenciar essa crescente carga.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>O que \u00e9 <\/strong><strong><em>Business Intelligence<\/em><\/strong><strong>?<\/strong><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>Enquanto o <em>Big Data<\/em> se refere \u00e0 imensa quantidade de dados, o <em>Business Intelligence<\/em> \u00e9 o processo que voc\u00ea faz para analisar e tratar as informa\u00e7\u00f5es coletadas.<\/strong><\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Por meio da tecnologia, o BI se envolve com os dados, sejam normais ou grandes, e <strong>extrai <\/strong><strong><em>insights<\/em><\/strong><strong> \u00fateis a partir deles<\/strong>. Isso pode envolver uma variedade de ferramentas, aplicativos e metodologias que permitem a coleta de dados de fontes internas e externas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Com as informa\u00e7\u00f5es relevantes selecionadas, o BI <strong>facilita suas organiza\u00e7\u00f5es para an\u00e1lise, desenvolvimento e execu\u00e7\u00e3o de consultas<\/strong>, al\u00e9m de criar relat\u00f3rios e visualiza\u00e7\u00f5es pr\u00e1ticas para apresentar os resultados obtidos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nesse sentido, o BI refere-se a uma a\u00e7\u00e3o e possibilita o estudo das informa\u00e7\u00f5es, seja de tamanho regular ou <em>Big Data<\/em>, para tirar o melhor proveito estrat\u00e9gico. Por isso, ele implica a organiza\u00e7\u00e3o e an\u00e1lise de dados brutos para obter <em>insights<\/em> valiosos sobre os neg\u00f3cios.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Na pr\u00e1tica, trata-se de uma \u201cPedra de Roseta\u201d que traduz s\u00edmbolos sem sentido em um mapa que leva a tesouros, como <strong>decis\u00f5es precisas, efici\u00eancia e aumento dos lucros<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Quais as diferen\u00e7as entre <\/strong><strong><em>Big Data <\/em><\/strong><strong>e <\/strong><strong><em>Business Intelligence<\/em><\/strong><strong>?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">O <em>Business Intelligence<\/em> refere-se \u00e0 coleta de sistemas e produtos implementados em diversas pr\u00e1ticas de neg\u00f3cios, mas n\u00e3o as informa\u00e7\u00f5es derivadas dos sistemas e produtos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Por outro lado, o <em>Big Data<\/em> passou a ter diversos significados. Ao compar\u00e1-lo com o BI, algumas pessoas associam esse conceito ao tamanho dos dados, enquanto outras usam essa designa\u00e7\u00e3o sobre abordagens espec\u00edficas para an\u00e1lises.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ent\u00e3o, como ambas abordagens se relacionam e se comparam? A seguir, confira algumas diferen\u00e7as entre elas!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/br.freepik.com\/vetores-gratis\/cientista-e-especialista-em-dados-extraem-conhecimento-e-percepcoes-dos-dados-analise-de-ciencia-de-dados-controle-de-aprendizado-de-maquina-conceito-de-analise-de-big-data-ilustracao-de-vetor-isolado-de-coral-rosa_11668808.htm#page=1&amp;query=big%20data&amp;position=2&amp;from_view=search\"><\/a><\/p>\n\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/big-data-e-business-intelligence-corpo1-1024x683.jpg\" alt=\"Cientista e especialista em dados extraem conhecimento e percep\u00e7\u00f5es dos dados, imagem em vetor.\" class=\"wp-image-10321\" width=\"256\" height=\"171\"\/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Fontes de informa\u00e7\u00f5es<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O <em>Big Data<\/em> pode fornecer informa\u00e7\u00f5es fora das pr\u00f3prias fontes de dados de uma empresa, servindo como um recurso expansivo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Portanto, ele \u00e9 um componente do <em>Business Intelligence<\/em> e oferece uma vis\u00e3o abrangente de seus processos \u2014 o <strong><em>Big Data,<\/em><\/strong><strong> muitas vezes, constitui as informa\u00e7\u00f5es que levar\u00e3o a <\/strong><strong><em>insights<\/em><\/strong><strong> de BI<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Quantidade e tipos de dados<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O <em>Big Data<\/em> e <em>Business Intelligence<\/em> se diferem na quantidade e no tipo de dados que incluem. Entretanto, como o BI \u00e9 um termo guarda-chuva, os dados considerados como sua parte s\u00e3o muito mais inclusivos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Abrang\u00eancia<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O <em>Business Intelligence<\/em> abrange todos os dados, desde relat\u00f3rios de vendas hospedados em planilhas do Excel at\u00e9 grandes bancos online. O <em>Big Data<\/em>, por outro lado, consiste nesses grandes conjuntos de dados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Ferramentas<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Pelos motivos citados anteriormente, as ferramentas envolvidas nos processos de <em>Big Data <\/em>e <em>Business Intelligence<\/em> tamb\u00e9m diferem.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Uma <strong>ferramenta de BI b\u00e1sica consegue processar fontes de dados padr\u00e3o, mas \u00e9 poss\u00edvel que ela n\u00e3o esteja equipada para gerenciar o <\/strong><strong><em>Big Data<\/em><\/strong>. Assim, outros sistemas mais avan\u00e7ados s\u00e3o especificamente projetados para seu processamento.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Por\u00e9m, existem sobreposi\u00e7\u00f5es envolvidas no uso de sistemas abrangentes de BI feitos para lidar, tamb\u00e9m, com grandes conjuntos de informa\u00e7\u00f5es.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A maioria dos <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/solucoes\/\" target=\"_blank\" rel=\"noreferrer noopener\">fornecedores de solu\u00e7\u00f5es de <em>Business Intelligence<\/em><\/a> tamb\u00e9m oferecem modelos com recursos de <em>Big Data<\/em>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Business Intelligence e Big Data: benef\u00edcios<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/11\/big-data-e-business-intelligence-corpo2-1024x683.jpg\" alt=\"especialistas em dados extraem conhecimento e percep\u00e7\u00f5es dos dados, imagem em vetor\" class=\"wp-image-10327\" width=\"256\" height=\"171\"\/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/br.freepik.com\/vetores-gratis\/grande-funcionario-isolado-trabalhando-em-ilustracao-plana-de-escritorio-local-de-trabalho_13744784.htm#page=1&amp;query=big%20data&amp;position=1&amp;from_view=search\"><\/a><strong>Flexibilidade<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O <em>Big Data<\/em> e <em>Business Intelligence<\/em> em conjunto oferecem um <strong>valor distinto para organiza\u00e7\u00f5es<\/strong>, de tal forma que grandes organiza\u00e7\u00f5es empregam tanto analistas de BI, quanto cientistas de dados para minerar informa\u00e7\u00f5es e as transformar em \u201couro\u201d.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Impulsionamento de resultados<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O BI abrange a coleta, o monitoramento e o processamento de informa\u00e7\u00f5es brutas, mas muitas vezes tamb\u00e9m s\u00e3o estruturadas para detectar, desenvolver ou impulsionar oportunidades para <strong>melhorar o desempenho dos neg\u00f3cios<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Apoio \u00e0s outras \u00e1reas<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">As organiza\u00e7\u00f5es utilizam o BI para <strong>apoiar muitos departamentos<\/strong>, incluindo vendas, governan\u00e7a, recrutamento, produ\u00e7\u00e3o, sucesso do cliente e marketing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Visibilidade<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ap\u00f3s implementar ferramentas de <em>Big Data <\/em>e<em> Business Intelligence<\/em>, as empresas conseguem analisar informa\u00e7\u00f5es para planejar novas estrat\u00e9gias e, at\u00e9 mesmo, mudar o que j\u00e1 estava estruturado, ou seja, <strong>consegue lidar melhor com imprevistos<\/strong>.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dessa forma, encontram o melhor modelo de pre\u00e7o para um produto ou servi\u00e7o, tem maior controle dos processos de trabalho e aumenta a produtividade dos seus colaboradores.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Redu\u00e7\u00e3o de custos e riscos<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Da mesma forma, as empresas tamb\u00e9m podem fazer a an\u00e1lise de dados para <strong>reduzir seus custos, agilizar prazos, detectar anomalias, conquistar melhores margens de lucro e mitigar riscos<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Assim, como a combina\u00e7\u00e3o das duas metodologias traz diferen\u00e7as significativas, muitas institui\u00e7\u00f5es financeiras, grandes varejistas e gigantes de telecomunica\u00e7\u00f5es buscam parceiros que forne\u00e7am essas solu\u00e7\u00f5es, como a <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">DataEx<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>O melhor dos dois mundos<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ap\u00f3s passar pela compara\u00e7\u00e3o entre <em>Big Data<\/em> e <em>Business Intelligence<\/em>, voc\u00ea deve ter entendido que o BI aborda as quest\u00f5es conhecidas e pode <strong>extrair informa\u00e7\u00f5es estrat\u00e9gicas para o seu neg\u00f3cio<\/strong>. Enquanto o<em> Big Data<\/em> se envolve com um universo imenso de dados que podem <strong>otimizar seus processos<\/strong> e o trabalho dos seus colaboradores.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ambos s\u00e3o de grande import\u00e2ncia e devem ser bem compreendidos para que as empresas fa\u00e7am o melhor uso delas, alcan\u00e7ando, assim, os valores e resultados desejados no neg\u00f3cio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gostou desse conte\u00fado? Ent\u00e3o, compartilhe em suas redes sociais para que mais pessoas possam conhecer e entender as diferen\u00e7as entre <em>Big Data<\/em> e <em>Business Intelligence<\/em>.<\/p>","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Tempo de leitura:<\/span> <span class=\"rt-time\"> 7<\/span> <span class=\"rt-label rt-postfix\">minutos<\/span><\/span>Por serem conceitos pr\u00f3ximos, o Big Data e Business Inteligence (BI ou Intelig\u00eancia de Neg\u00f3cios) s\u00e3o, muitas vezes, confundidos. Se voc\u00ea trabalha com tecnologia ou acompanha o mercado de atua\u00e7\u00e3o da sua empresa, provavelmente j\u00e1 tem familiaridade com o termo \u201cBig Data\u201d.&nbsp; \u00c0 medida que os recursos de armazenamento das plataformas de dados melhoram, surgem [&hellip;]<\/p>\n","protected":false},"author":15,"featured_media":10329,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"1080","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[52,25],"tags":[],"class_list":["post-10319","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dados","category-databases"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Big Data e Business Intelligence: voc\u00ea conhece a diferen\u00e7a? 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