{"id":8978,"date":"2021-09-21T09:44:29","date_gmt":"2021-09-21T12:44:29","guid":{"rendered":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/?p=8978"},"modified":"2021-10-05T11:56:46","modified_gmt":"2021-10-05T14:56:46","slug":"qual-a-diferenca-entre-big-data-e-data-science","status":"publish","type":"post","link":"https:\/\/dataex.com.br\/en\/qual-a-diferenca-entre-big-data-e-data-science\/","title":{"rendered":"Qual a diferen\u00e7a entre Big Data e Data Science? Veja aqui!"},"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\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2021\/10\/businessman-using-digital-screens-interface-with-holograms-datas-3d-rendering-1-scaled.gif\" alt=\"Homem descobre qual a diferen\u00e7a entre Big Data e Data Science com ajuda de uma tela.\" class=\"wp-image-9244\" width=\"2500\"\/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dados s\u00e3o a mat\u00e9ria-prima essencial para que os gestores tomem <strong>decis\u00f5es estrat\u00e9gicas<\/strong> com mais seguran\u00e7a e <strong>otimizem processos<\/strong>. Para tirar um melhor proveito das informa\u00e7\u00f5es digitais, antes voc\u00ea precisa compreender qual a diferen\u00e7a entre <strong>Big Data e Data Science<\/strong>, porque os dois conceitos s\u00e3o as bases da <strong>transforma\u00e7\u00e3o digital<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O ambiente digitalizado cresce r\u00e1pido. As principais pesquisas estimam que at\u00e9 2025 existir\u00e3o 180 zettabytes no volume de dados, globalmente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tendo em vista essa imensid\u00e3o, diversas organiza\u00e7\u00f5es do mundo se preparam para tratar melhor as informa\u00e7\u00f5es e extrair insights com finalidade de melhorar nos neg\u00f3cios.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Entenda qual a diferen\u00e7a entre Big Data e Data Science<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pela constante busca por tecnologias para interpretar os dados, conceitos como \u201cData Science\u201d e \u201cBig Data\u201d est\u00e3o mais populares no meio corporativo, cuja diferen\u00e7a \u00e9 revelada a seguir:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>O que \u00e9 Big Data?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Isso n\u00e3o \u00e9 algo novo. H\u00e1 tempos, as palavras <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/big-data\/\" target=\"_blank\" rel=\"noreferrer noopener\">Big Data<\/a> (mega dados ou grandes dados, em portugu\u00eas) servem como um sin\u00f4nimo para volumosos armazenamentos de dados digitais, para uma an\u00e1lise posterior.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>Em uma concep\u00e7\u00e3o atual, podemos dizer que s\u00e3o pr\u00e1ticas, ferramentas e recursos tecnol\u00f3gicos para armazenar ou processar muitos dados, com efetividade.<\/strong><\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00e3o mensure o valor de Big Data pela quantidade de <strong>dados digitais<\/strong>, mas sim com base no que ser\u00e1 realizado a partir do uso desses dados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Quanto ao processamento, o Big Data come\u00e7a com os dados n\u00e3o estruturados, ainda em estado bruto. S\u00e3o armazenados em computadores, servidores pr\u00f3prios e na nuvem.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Os 3 tipos de V do Big Data<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Doug Laney \u00e9 um famoso analista de dados. Em 2020, ele prop\u00f4s a ideia dos 3 V\u2019s para fundamentar o significado de Big Data:<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Volumes<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">Tudo o que \u00e9 digital pode ser medido como dados. Isso inclui planilhas, streaming, plataformas, redes sociais, entre outros exemplos. Inexistem limites de espa\u00e7o para constantes armazenamentos.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Velocidades<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">H\u00e1 rapidez crescente nos processamentos de dados. Via dispositivos m\u00f3veis muitas informa\u00e7\u00f5es s\u00e3o trocadas, por segundo. Com dados em tempo real, gestores agilizam as delibera\u00e7\u00f5es antes dos concorrentes.<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Variedades<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">Sinais de gps, comportamento de compras, imagens no Instagram, sms, enfim, h\u00e1 muitos tipos de dados para coletar em uma eficiente estrat\u00e9gia de Big Data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Considere como Big Data a imensa quantidade de dados, gerados e compartilhados com ampla variedade, nas velocidades instant\u00e2neas. Ao utilizar essas informa\u00e7\u00f5es digitais de um modo organizado, os gestores <strong>agregam valor aos neg\u00f3cios<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>O que \u00e9 Data Science?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/beneficios-do-data-science-para-empresas\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Science<\/a> (ci\u00eancia de dados) \u00e9 o tradutor do Big Data para uma empresa gerar insights, melhorar processos e tomar as melhores <strong>decis\u00f5es r\u00e1pidas<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ao p\u00fablico n\u00e3o especialista \u00e9 dif\u00edcil entender as funcionalidades de programas, online ou offline, para interpretar dados.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Existem plataformas muito inteligentes que entregam resultados organizados, por\u00e9m, apenas o olhar treinado de um humano especialista em Data Science pode ligar os pontos com efic\u00e1cia.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>Portanto, data science \u00e9 uma ci\u00eancia que compreende t\u00e9cnicas ou processos para higienizar, preparar e interpretar as bases de dados.<\/strong><\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">O cientista de dados deve conhecer t\u00e9cnicas e conceitos como:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/business-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">business Intelligence<\/a>;<\/li><li><a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/higienizacao-de-dados\/\" target=\"_blank\" rel=\"noreferrer noopener\">higieniza\u00e7\u00e3o de dados<\/a>;<\/li><li><a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/analise-preditiva\/\" target=\"_blank\" rel=\"noreferrer noopener\">an\u00e1lise preditiva<\/a>;<\/li><li><a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/power-bi\/\" target=\"_blank\" rel=\"noreferrer noopener\">power BI<\/a>;<\/li><li><a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/investir-em-data-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">analytics<\/a>;<\/li><li>gest\u00e3o de empresas;<\/li><li>programa\u00e7\u00e3o;<\/li><li>matem\u00e1tica;<\/li><li>estat\u00edsticas;<\/li><li>extra\u00e7\u00e3o de insights;<\/li><li>metodologias para reunir informa\u00e7\u00f5es digitais e encontrar padr\u00f5es;<\/li><li>facilidade em resolver problemas;<\/li><li>capacidade de estabelecer ou interpretar estrat\u00e9gias de dados;<\/li><li>m\u00e9todos para criar algoritmos e transformar dados em insights.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Entendendo qual a diferen\u00e7a entre Big Data e Data Science<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sendo assim, se por um lado o Big Data \u00e9 uma <strong>imensid\u00e3o de dados digitais<\/strong>, do outro lado existe a Data Science, cujo trabalho engloba desde o processo de coleta at\u00e9 a <strong>interpreta\u00e7\u00e3o final<\/strong>, que transforma os dados \u201csoltos\u201d em informa\u00e7\u00f5es \u00fateis \u00e0 empresa.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Big Data ou Data Science: O que \u00e9 melhor para a sua empresa?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">As duas coisas s\u00e3o importantes para a empresa que deseja experimentar as vantagens de uma transforma\u00e7\u00e3o digital profissional.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Data Science trabalha de forma mais anal\u00edtica, junto com o Big Data e os objetivos do neg\u00f3cio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ao analisar as caracter\u00edsticas da sua equipe \u00e9 poss\u00edvel priorizar o investimento em uma ou outra op\u00e7\u00e3o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se os setores t\u00eam gente capaz de coletar, higienizar e interpretar os dados com <strong>programas inteligentes<\/strong>, voc\u00ea deve focar em uma estrat\u00e9gia de Big Data e investir nas melhores aplica\u00e7\u00f5es de Business Intelligence.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p><strong>Caso a equipe n\u00e3o tenha tanta capacidade t\u00e9cnica com dados digitais, vale a pena contratar pelo menos uma consultoria Data Science que ensina como encontrar insights, usando programas recomendados e estrat\u00e9gias espec\u00edficas j\u00e1 experimentadas \u2014 como os servi\u00e7os dos consultores DataEx.<\/strong><\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Agora que voc\u00ea pode entender melhor qual a diferen\u00e7a entre Big Data e Data Science, complemente sua leitura sobre a import\u00e2ncia dos dados no \u00e2mbito corporativo ao ler esse outro artigo: <a href=\"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/gerenciamento-de-dados\/\" target=\"_blank\" rel=\"noreferrer noopener\">Gerenciamento de dados: 5 motivos para fazer j\u00e1<\/a>!<\/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\"> 4<\/span> <span class=\"rt-label rt-postfix\">minutos<\/span><\/span>Dados s\u00e3o a mat\u00e9ria-prima essencial para que os gestores tomem decis\u00f5es estrat\u00e9gicas com mais seguran\u00e7a e otimizem processos. Para tirar um melhor proveito das informa\u00e7\u00f5es digitais, antes voc\u00ea precisa compreender qual a diferen\u00e7a entre Big Data e Data Science, porque os dois conceitos s\u00e3o as bases da transforma\u00e7\u00e3o digital. O ambiente digitalizado cresce r\u00e1pido. As [&hellip;]<\/p>\n","protected":false},"author":15,"featured_media":8981,"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],"tags":[],"class_list":["post-8978","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dados"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qual a diferen\u00e7a entre Big Data e Data Science? Veja aqui! - DataEX<\/title>\n<meta name=\"description\" content=\"Entenda de uma vez por todas qual a diferen\u00e7a entre Big Data e Data Science. 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