{"id":2064,"date":"2021-02-09T10:59:32","date_gmt":"2021-02-09T10:59:32","guid":{"rendered":"http:\/\/mlopesadvogados.com.br\/blog\/?p=2064"},"modified":"2024-03-27T22:53:08","modified_gmt":"2024-03-27T22:53:08","slug":"como-se-tornar-um-cientista-de-dados-saiba-agora","status":"publish","type":"post","link":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/2021\/02\/09\/como-se-tornar-um-cientista-de-dados-saiba-agora\/","title":{"rendered":"Como se tornar um cientista de dados? Saiba agora!"},"content":{"rendered":"<p>Se voc\u00ea j\u00e1 possui esta habilidade, isso vai acelerar&nbsp;seu aprendizado em Data Science.<\/p>\n<div style='text-align:center'><iframe width='563' height='316' src='https:\/\/www.youtube.com\/embed\/TTUlJlTINzI' frameborder='0' alt='como se tornar cientista de dados' allowfullscreen><\/iframe><\/div>\n<p>Al\u00e9m de conhecer e dominar as dimens\u00f5es matem\u00e1ticas, estat\u00edsticas e computacionais, a pessoa cientista de dados tamb\u00e9m precisa de uma compreens\u00e3o \u00e9tica acerca de sua profiss\u00e3o e das implica\u00e7\u00f5es dela para a sociedade. Outro importante fator a considerar na carreira \u00e9 o aprendizado de t\u00e9cnicas de machine learning (ML) para analisar um efeito temporal. Ou seja, \u00e9 preciso analisar os dados com <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> a compreens\u00e3o de como eles mudam ao longo do tempo, bem como buscar a identifica\u00e7\u00e3o de poss\u00edveis padr\u00f5es nessas varia\u00e7\u00f5es. Da  mesma forma, \u00e9 necess\u00e1rio aprender a manipular os dados em estruturas relacionais, de modo a efetuar consultas, filtragens e altera\u00e7\u00f5es nas bases. Tamb\u00e9m \u00e9 interessante conhecer ferramentas para dados n\u00e3o estruturados, como as tecnologias e o movimento NoSQL.<\/p>\n<h2>Guia completo: O que estudar para se tornar um cientista de dados<\/h2>\n<p>Vamos apenas dizer que voc\u00ea est\u00e1 competindo por uma vaga de ci\u00eancia de dados com outra pessoa. Voc\u00eas dois t\u00eam a forma\u00e7\u00e3o adequada e tem um n\u00edvel de habilidade similar &#8211; e voc\u00eas tamb\u00e9m querem esse trabalho espec\u00edfico. Vamos apenas dizer que voc\u00ea teve uma semana dif\u00edcil &#8211; seu carro quebrou, seu animal de estima\u00e7\u00e3o sofreu uma gripe e h\u00e1 impostos a serem pagos. Leia nosso tutorial e descobra o que \u00e9 preciso para se tornar um cientista de dados.<\/p>\n<p>Desde ent\u00e3o, a import\u00e2ncia de olhar para os dados como uma fonte confi\u00e1vel para a cria\u00e7\u00e3o de estrat\u00e9gias de neg\u00f3cios t\u00eam crescido significativamente. A experi\u00eancia pr\u00e1tica e o networking na \u00e1rea da Ci\u00eancia de Dados tornar\u00e1 sua jornada mais enriquecedora, \u00fanica e proveitosa. Networking com outras pessoas da \u00e1rea tamb\u00e9m pode contribuir para um entendimento mais realista sobre o mercado, al\u00e9m de ajudar a adquirir outras percep\u00e7\u00f5es sobre a \u00e1rea. Conhecer aspectos gerais do neg\u00f3cio ajudar\u00e1 a ampliar a compreens\u00e3o desse profissional sobre para onde direcionar o olhar em termos de dados. Assim, ter conhecimento em SQL, Postgres, entre outros, pode ser \u00fatil para a atua\u00e7\u00e3o como cientista de dados. Por exemplo, habilidades na \u00e1rea de estat\u00edstica e matem\u00e1tica s\u00e3o fundamentais para a execu\u00e7\u00e3o de testes de hip\u00f3teses, distribui\u00e7\u00e3o de probabilidades, e uma compreens\u00e3o dos dados mais eficaz.<\/p>\n<h2>Cursos de p\u00f3s-gradua\u00e7\u00e3o em Ci\u00eancia de Dados<\/h2>\n<p>A pessoa cientista deve saber manipular esse tipo de s\u00e9rie, inclusive conhecendo as fun\u00e7\u00f5es e m\u00e9todos espec\u00edficos para gerenciar isso. Da mesma forma, \u00e9 importante compreender as particularidades das s\u00e9ries e como essas particularidades ajudam a interpretar melhor <a href=\"https:\/\/leianoticias.com.br\/ciencia-de-dados-ferramentas-habilidades-e-o-melhor-curso-para-voce\/\">curso de cientista de dados<\/a> os seus resultados. Al\u00e9m disso, a probabilidade e as distribui\u00e7\u00f5es ajudam a compreender e embasar outros conceitos relevantes, principalmente na modelagem estat\u00edstica. S\u00e3o conceitos que devem estar solidificados na mente da pessoa que trabalha com dados.<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"302px\" alt=\"como se tornar cientista de dados\"\/><\/p>\n<p>Nesse sentido, \u00e9 preciso compreender bem a diferen\u00e7a entre os dois tipos de aprendizado para saber quais problemas se encaixam melhor em cada um. Uma vis\u00e3o anal\u00edtica tamb\u00e9m ajuda na hora de filtrar as conclus\u00f5es que  o algoritmo fornece, de modo a eliminar alguns ru\u00eddos e informa\u00e7\u00f5es n\u00e3o relevantes e gerar uma vis\u00e3o mais precisa para aquele neg\u00f3cio. Toda a \u00e1rea do Deep Learning supervisionado entra nessa categoria, ali\u00e1s.<\/p>\n<h2>Aprenda a tra\u00e7ar e idealizar metas profissionais para o pr\u00f3ximo ano<\/h2>\n<p>Nesse sentido, a estat\u00edstica \u00e9 ponto fundamental para que a empresa possa confiar nos resultados e nas recomenda\u00e7\u00f5es. Cientistas de dados devem saber escrever c\u00f3digos e se sentir \u00e0 vontade para trabalhar com diversas tarefas de programa\u00e7\u00e3o. O cen\u00e1rio atual da ci\u00eancia dos dados caminha para o Python, com ramifica\u00e7\u00f5es para o R. Al\u00e9m disso, muitas outras linguagens s\u00e3o importantes, como Java, Scala e Octave. Por ser uma profiss\u00e3o muito importante para o desenvolvimento de empresas e startups dos mais diversos portes e segmentos, esse profissional tem ganhado destaque no mercado. Isso se reflete nas constantes oportunidades de trabalho e nos sal\u00e1rios atrativos.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Se voc\u00ea j\u00e1 possui esta habilidade, isso vai acelerar&nbsp;seu aprendizado em Data Science. Al\u00e9m de conhecer e dominar as dimens\u00f5es matem\u00e1ticas, estat\u00edsticas e computacionais, a pessoa cientista de dados tamb\u00e9m precisa de uma compreens\u00e3o \u00e9tica acerca de sua profiss\u00e3o e das implica\u00e7\u00f5es dela para a sociedade. Outro importante fator a considerar na carreira \u00e9 o&hellip; <a class=\"more-link\" href=\"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/2021\/02\/09\/como-se-tornar-um-cientista-de-dados-saiba-agora\/\">Continue reading <span class=\"screen-reader-text\">Como se tornar um cientista de dados? Saiba agora!<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[132],"tags":[],"_links":{"self":[{"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/posts\/2064"}],"collection":[{"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/comments?post=2064"}],"version-history":[{"count":1,"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/posts\/2064\/revisions"}],"predecessor-version":[{"id":2065,"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/posts\/2064\/revisions\/2065"}],"wp:attachment":[{"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/media?parent=2064"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/categories?post=2064"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/mlopesadvogados.com.br\/blog\/index.php\/wp-json\/wp\/v2\/tags?post=2064"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}