{"id":3870,"date":"2020-07-16T13:19:07","date_gmt":"2020-07-16T13:19:07","guid":{"rendered":"https:\/\/mitraanda.com\/store\/?p=3870"},"modified":"2024-03-27T22:49:38","modified_gmt":"2024-03-27T22:49:38","slug":"ciencia-de-dados-conceito-importancia-e-o-que-faz","status":"publish","type":"post","link":"https:\/\/mitraanda.com\/store\/2020\/07\/16\/ciencia-de-dados-conceito-importancia-e-o-que-faz\/","title":{"rendered":"Ci\u00eancia de dados: conceito, import\u00e2ncia e o que faz"},"content":{"rendered":"<p>Como aponta uma compila\u00e7\u00e3o de estat\u00edsticas feita pela Zippia (em ingl\u00eas), empresas que usam solu\u00e7\u00f5es em Big Data t\u00eam lucros 8% mais altos. E a ideia \u00e9, pensa numa empresa que vende sorvete <a href=\"https:\/\/www.didigalvao.com.br\/ciencia-de-dados-conhecendo-a-area-e-suas-principais-ferramentas\/\">Ci\u00eancia de dados: conhecendo a \u00e1rea e suas principais ferramentas<\/a> ou outros objetos gelados que a gente gosta de tomar, n\u00e9? Assinando a plataforma XPE Multi+, voc\u00ea ter\u00e1 acesso liberado a dezenas de cursos para se aprimorar e fazer a sua carreira decolar.<\/p>\n<p>Segundo ele, mesmo com a cria\u00e7\u00e3o da lei de cotas para PCD\u2019s, em 1991, sete a cada 10 pessoas com defici\u00eancia buscavam empregos ou estavam fora do mercado de trabalho  em 2019, de acordo com o IBGE. Saber mais sobre isso pode ajudar nos esfor\u00e7os para restaurar ecossistemas nativos, como pastagens e florestas, de \u00e1reas de culturas antigas. \u201cUsamos uma c\u00e2mara de crescimento com temperatura, luz e umidade cuidadosamente controladas ao germinar as plantas para este experimento\u201d, diz Brudvig. Depois de quase 150 anos, algumas sementes continuam germinando, o que deu aos cientistas mais informa\u00e7\u00f5es sobre a sua dorm\u00eancia ou longevidade.<\/p>\n<h2>Qual \u00e9 a diferen\u00e7a entre ci\u00eancia de dados e an\u00e1lises estat\u00edsticas?<\/h2>\n<p>Por exemplo, uma plataforma de ci\u00eancia de dados pode permitir que cientistas de dados implantem modelos como APIs, facilitando sua integra\u00e7\u00e3o em diferentes aplicativos. Os cientistas de dados podem acessar ferramentas, dados e infraestrutura sem ter que esperar pela equipe de TI. Grisoli efetuou uma navega\u00e7\u00e3o guiada na plataforma, detalhando o preenchimento do formul\u00e1rio, entre outros aspectos da plataforma. Segundo ela, \u00e9 esperado que os dados hist\u00f3ricos de emiss\u00e3o de GEE das organiza\u00e7\u00f5es comecem a ser recebidos ainda neste semestre. A equipe t\u00e9cnica do SIRENE Organizacionais tamb\u00e9m j\u00e1 estuda sinergias com outras iniciativas para integrar ou compartilhar as bases de dados.<\/p>\n<div style='text-align:center'><iframe width='561' height='318' src='https:\/\/www.youtube.com\/embed\/5b9Z8toVaAU' frameborder='0' alt='ciencia de dados o que faz' allowfullscreen><\/iframe><\/div>\n<p>A maior alta forai registrada no Norte (32,8%), seguido de Sudeste (23,9%) e Sul (19,5%). E a maioria das companhias ir\u00e1 perceber isso, segundo o professor de administra\u00e7\u00e3o de empresas Prithwiraj Choudhury, da Escola de Neg\u00f3cios da Universidade Harvard, nos Estados Unidos. Bloom indica um estudo realizado em 2023 por dois professores da Escola de Gradua\u00e7\u00e3o em Neg\u00f3cios Katz da Universidade de Pittsburgh, nos Estados Unidos. Al\u00e9m do culto da personalidade, algumas dessas exig\u00eancias intimidadoras podem ser causadas por um desejo diferente de controle, especialmente nas atuais incertezas da economia, quando os lucros e o desempenho das empresas s\u00e3o inst\u00e1veis. &#8220;Entendo totalmente por que algu\u00e9m n\u00e3o quer enfrentar uma hora e meia de transporte todo dia&#8221;, declarou ele. &#8220;Entendo totalmente&#8230; mas isso tamb\u00e9m n\u00e3o quer dizer que eles precisam trabalhar aqui.&#8221;<\/p>\n<h2>Habilidades necess\u00e1rias para um profissional da \u00e1rea de Ci\u00eancia de Dados<\/h2>\n<p>Em vez disso, ele se concentra em atestar se as fontes s\u00e3o confi\u00e1veis e deixa para os algoritmos o trabalho de validar as informa\u00e7\u00f5es e dar a elas o destino adequado. Quem se sente \u201cseduzido\u201d por essa profiss\u00e3o precisa se preparar bem, j\u00e1 que nesse mercado de trabalho s\u00f3 os mais capacitados se destacam. Al\u00e9m disso, s\u00f3 aqui voc\u00ea pode escolher entre as \u00eanfases em Big Data e Intelig\u00eancia Artificial ou em Business Intelligence e j\u00e1 sair qualificado(a) para uma atua\u00e7\u00e3o profissional completa para o mercado de trabalho. Bacharel e mestre em Ci\u00eancia da Computa\u00e7\u00e3o pela USP, teve sua carreira de forma\u00e7\u00e3o em PHP, Java e nas maratonas de programa\u00e7\u00e3o.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"305px\" alt=\"ciencia de dados o que faz\"\/><\/p>\n<p>Al\u00e9m disso, um cientista de dados tamb\u00e9m \u00e9 respons\u00e1vel por visualizar os resultados de forma clara e compreens\u00edvel. Eles criam gr\u00e1ficos, relat\u00f3rios e pain\u00e9is interativos para comunicar os insights derivados <a href=\"https:\/\/diregional.com.br\/diario-do-iguacu\/cotidiano\/2024-03-26-explorando-a-ciencia-de-dados-habilidades-essenciais-e-caminho-para-o-sucesso\">https:\/\/diregional.com.br\/diario-do-iguacu\/cotidiano\/2024-03-26-explorando-a-ciencia-de-dados-habilidades-essenciais-e-caminho-para-o-sucesso<\/a> dos dados, facilitando a tomada de decis\u00f5es estrat\u00e9gicas pelos stakeholders. Pesquisadores conclu\u00edram que os profissionais mant\u00eam sua produtividade e podem ajudar as empresas a ter lucro.<\/p>\n<h2>N: Interpretar resultados<\/h2>\n<p>Um cientista de dados pode usar uma s\u00e9rie de t\u00e9cnicas, ferramentas e tecnologias distintas como parte do processo de ci\u00eancia de dados. Com base no problema, ele escolhe as melhores combina\u00e7\u00f5es para obter resultados mais r\u00e1pidos e precisos. Ap\u00f3s entender a forma\u00e7\u00e3o e as habilidades necess\u00e1rias para se tornar um cientista de dados, \u00e9 importante explorar as diversas \u00e1reas de atua\u00e7\u00e3o e setores que demandam esses profissionais. Essas plataformas tamb\u00e9m oferecem suporte a cientistas de dados especialistas ao tamb\u00e9m oferecer uma interface mais t\u00e9cnica. O uso de uma plataforma DSML multipersona incentiva a colabora\u00e7\u00e3o em toda a empresa. As responsabilidades do cientista de dados geralmente se sobrep\u00f5em \u00e0s de um analista de dados, particularmente com an\u00e1lise explorat\u00f3ria e visualiza\u00e7\u00e3o de dados.<\/p>\n<div style='text-align:center'><iframe width='567' height='315' src='https:\/\/www.youtube.com\/embed\/TGuL-Zbat6A' frameborder='0' alt='ciencia de dados o que faz' allowfullscreen><\/iframe><\/div>\n<p>Esses sistemas de  armazenamento proporcionam flexibilidade aos usu\u00e1rios finais, permitindo que criem grandes clusters conforme a necessidade. Eles tamb\u00e9m podem incluir n\u00f3s de computa\u00e7\u00e3o incrementais para acelerar as tarefas de processamento de dados, permitindo que as empresas fa\u00e7am ajustes de curto prazo para obter resultados a longo prazo. As plataformas de cloud geralmente possuem diversos modelos de precifica\u00e7\u00e3o, como assinaturas ou pagamento por uso, para atender \u00e0s necessidades do usu\u00e1rio final, seja ele uma grande corpora\u00e7\u00e3o ou uma startup de pequeno porte. A ci\u00eancia de dados \u00e9 considerada uma disciplina, enquanto os cientistas de dados s\u00e3o os praticantes desse campo.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Como aponta uma compila\u00e7\u00e3o de estat\u00edsticas feita pela Zippia (em ingl\u00eas), empresas que usam solu\u00e7\u00f5es em Big Data t\u00eam lucros 8% mais altos. E a ideia \u00e9, pensa numa empresa que vende sorvete Ci\u00eancia de dados: conhecendo a \u00e1rea e suas principais ferramentas ou outros objetos gelados que a gente&hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1031],"tags":[],"class_list":["post-3870","post","type-post","status-publish","format-standard","hentry","category-bootcamp-de-programacao-2"],"_links":{"self":[{"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/posts\/3870","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/comments?post=3870"}],"version-history":[{"count":1,"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/posts\/3870\/revisions"}],"predecessor-version":[{"id":3871,"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/posts\/3870\/revisions\/3871"}],"wp:attachment":[{"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/media?parent=3870"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/categories?post=3870"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mitraanda.com\/store\/wp-json\/wp\/v2\/tags?post=3870"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}