{"id":179,"date":"2022-06-30T15:37:16","date_gmt":"2022-06-30T15:37:16","guid":{"rendered":"https:\/\/drzakery.ir\/?p=179"},"modified":"2024-05-22T21:49:42","modified_gmt":"2024-05-22T21:49:42","slug":"melhor-notebook-para-cientista-de-dados","status":"publish","type":"post","link":"https:\/\/drzakery.ir\/?p=179","title":{"rendered":"Melhor Notebook para Cientista de Dados"},"content":{"rendered":"<p>A escolha certa de um notebook transforma a complexidade do mundo dos dados em uma jornada de descobertas e insights. A combina\u00e7\u00e3o certa de hardware e software impulsiona a efici\u00eancia, permitindo que os cientistas de dados se concentrem em inovar e criar solu\u00e7\u00f5es impactantes. Nesta era dominada por dados, um notebook que oferece desempenho excepcional, capacidade de processamento <a href=\"https:\/\/www.promobe.com.br\/ciencia-de-dados\/\">https:\/\/www.promobe.com.br\/ciencia-de-dados\/<\/a> e armazenamento robusto \u00e9 o aliado indispens\u00e1vel de cada cientista de dados. Desenvolvido pela Google para uso interno da empresa, ele foi lan\u00e7ado em c\u00f3digo aberto em 2015 e promete criar e treinar redes neurais com funcionamento an\u00e1logo ao aprendizado e ao racioc\u00ednio humanos. \u00c9 a escolha mais popular para resolver problemas cl\u00e1ssicos de machine learning.<\/p>\n<h2>Kesalahan Logika (Logical Fallacies)<\/h2>\n<div style='text-align:center'><iframe width='569' height='318' src='https:\/\/www.youtube.com\/embed\/ZX2mWHffvfA' frameborder='0' alt='melhor notebook para ci\u00eancia de dados' allowfullscreen><\/iframe><\/div>\n<p>Ningu\u00e9m melhor que o profissional que faz a an\u00e1lise, desde a coleta, limpeza e armazenamento dos dados, at\u00e9 a aplica\u00e7\u00e3o de modelos estat\u00edsticos, para explicar seus resultados. Uma visualiza\u00e7\u00e3o efetiva de dados, pode ser a diferen\u00e7a entre sucesso e falha nas decis\u00f5es de neg\u00f3cio. Particularmente, eu acredito que em breve, a capacidade de comunicar e contar as hist\u00f3rias dos dados, ser\u00e1  uma das caracter\u00edsticas mais valorizadas e buscadas pelas empresas. T\u00e9cnicas de apresenta\u00e7\u00e3o \u00e9 um dos skills que far\u00e1 a diferen\u00e7a na hora de contratar um Cientista de Dados, \u00e0 medida que o conhecimento t\u00e9cnico estiver difundido.<\/p>\n<h2>Cientista de Dados \u2013 Por Onde Come\u00e7ar em 8 Passos<\/h2>\n<ul>\n<li>Voc\u00ea aprender\u00e1 a criar relat\u00f3rios funcionais, din\u00e2micos e com visuais que prendem aten\u00e7\u00e3o.<\/li>\n<li>Este laptop tamb\u00e9m vem com uma capacidade de armazenamento de 1000 GB SSD, perfeito para pessoas que precisam armazenar arquivos grandes em seus laptops.<\/li>\n<li>Em texto anterior, n\u00f3s j\u00e1 conversamos sobre o que s\u00e3o e a import\u00e2ncia dos bancos de dados, certo?<\/li>\n<\/ul>\n<p>Vamos explorar as melhores op\u00e7\u00f5es de notebooks que tornam a jornada no universo dos dados n\u00e3o apenas poss\u00edvel, mas altamente produtiva. Al\u00e9m disso, sua placa gr\u00e1fica permitir\u00e1 que voc\u00ea jogue e assista a filmes em alta resolu\u00e7\u00e3o &#8211; sua tela grande significa que toda a a\u00e7\u00e3o ser\u00e1 exibida com grande detalhe. Finalmente, seu teclado retroiluminado ser\u00e1 \u00fatil quando voc\u00ea estiver trabalhando em condi\u00e7\u00f5es de pouca luz. Sua placa gr\u00e1fica permitir\u00e1 que voc\u00ea jogue e assista a filmes em alta resolu\u00e7\u00e3o \u2013 sua tela grande significa que toda a a\u00e7\u00e3o ser\u00e1 exibida com grande  detalhe. Seus gr\u00e1ficos possuem 8GB GDDR6 para que voc\u00ea possa concluir rapidamente todos os seus projetos sem atrasos ou problemas.<\/p>\n<ul>\n<li>O Apple MacBook Pro com chip Max (16,2 polegadas) \u00e9 um dos melhores laptops para ci\u00eancia de dados.<\/li>\n<li>Para qualquer aspirante a Cientista de Dados a recomenda\u00e7\u00e3o \u00e9 aprender Estat\u00edsticas codificando, de prefer\u00eancia em Python, de forma que voc\u00ea possa aplicar imediatamente um conceito aprendido.<\/li>\n<li>Seu touchpad tamb\u00e9m foi projetado para que voc\u00ea possa trabalhar com rapidez e facilidade, al\u00e9m de vir com uma variedade de portas para que voc\u00ea possa conectar dispositivos a este laptop de maneira r\u00e1pida e f\u00e1cil.<\/li>\n<li>Sua placa gr\u00e1fica tamb\u00e9m \u00e9 potente, pois possui gr\u00e1ficos GDDR6 de 8 GB para que voc\u00ea possa trabalhar em projetos complexos sem problemas.<\/li>\n<li>Al\u00e9m disso, seu teclado \u00e9 retroiluminado, o que \u00e9 muito bom para trabalhar em condi\u00e7\u00f5es de pouca luz ou no escuro.<\/li>\n<li>N\u00e3o importa quanta mem\u00f3ria ou armazenamento voc\u00ea tenha, se a CPU for muito lenta, ela simplesmente n\u00e3o ser\u00e1 capaz de acompanhar o que voc\u00ea precisa fazer.<\/li>\n<\/ul>\n<h2>Python Notebooks: O Guia Perfeito para Iniciantes em Ci\u00eancia de Dados<\/h2>\n<div style='text-align:center'><iframe width='569' height='319' src='https:\/\/www.youtube.com\/embed\/DZvQuQJrAg4' frameborder='0' alt='melhor notebook para ci\u00eancia de dados' allowfullscreen><\/iframe><\/div>\n<p>Tenha estes factores em mente, e poder\u00e1 escolher a m\u00e1quina certa para as suas necessidades. A c\u00e2mara e o microfone s\u00e3o os principais factores a considerar ao comprar um port\u00e1til para a ci\u00eancia dos dados. Os cientistas de dados realizam frequentemente videoconfer\u00eancias com clientes ou colegas. Al\u00e9m de <a href=\"https:\/\/pbvale.com.br\/tecnologia\/desenvolvimento-web-alem-do-comum-explorando-a-criatividade-na-programacao\/\">curso de desenvolvimento web<\/a> tudo isto, os cientistas de dados precisam de uma m\u00e1quina que seja f\u00e1cil de usar. Por isso, assegure-se de que o port\u00e1til que escolher n\u00e3o \u00e9 demasiado grande ou demasiado pequeno. Portanto, certifique-se de que o port\u00e1til que escolhe tem um bom arrefecimento e pode lidar com temperaturas elevadas.<\/p>\n<h2>Coursera: Applied Data Science with Python<\/h2>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"301px\" alt=\"melhor notebook para ci\u00eancia de dados\"\/><\/p>\n<p>Esta tend\u00eancia do setor implica que a modelagem preditiva est\u00e1 se tornando o aspecto central do trabalho com dados. Embora a maioria dos profissionais de ci\u00eancia de dados n\u00e3o controle as vers\u00f5es dos seus notebooks, uma parcela substancial (41%) escolhe fazer isso e a maioria destes escolhe o Git ou o GitHub para o controle de vers\u00f5es. Aprenda, fa\u00e7a, erre, fa\u00e7a novamente e quando voc\u00ea menos esperar, voc\u00ea vai ser capaz de analisar dados e contribuir para a empresa onde trabalha ou para seu pr\u00f3prio neg\u00f3cio.<\/p>\n<h2>Especifica\u00e7\u00f5es a serem procuradas ao comprar um laptop para Data Science<\/h2>\n<h2>Para que voc\u00ea utiliza notebooks?<\/h2>\n","protected":false},"excerpt":{"rendered":"<p>A escolha certa de um notebook transforma a complexidade do mundo dos dados em uma jornada de descobertas e insights. A combina\u00e7\u00e3o certa de hardware e software impulsiona a efici\u00eancia, permitindo que os cientistas de dados se concentrem em inovar e criar solu\u00e7\u00f5es impactantes. Nesta era dominada por dados, um notebook que oferece desempenho excepcional, [&hellip;]<\/p>\n","protected":false},"author":34,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-179","post","type-post","status-publish","format-standard","hentry","category-bootcamp-de-programacao-3"],"_links":{"self":[{"href":"https:\/\/drzakery.ir\/index.php?rest_route=\/wp\/v2\/posts\/179","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/drzakery.ir\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/drzakery.ir\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/drzakery.ir\/index.php?rest_route=\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/drzakery.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=179"}],"version-history":[{"count":1,"href":"https:\/\/drzakery.ir\/index.php?rest_route=\/wp\/v2\/posts\/179\/revisions"}],"predecessor-version":[{"id":180,"href":"https:\/\/drzakery.ir\/index.php?rest_route=\/wp\/v2\/posts\/179\/revisions\/180"}],"wp:attachment":[{"href":"https:\/\/drzakery.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=179"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/drzakery.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=179"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/drzakery.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=179"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}