

declare (strict_types=1);
namespace ElementorProDeps\DI;

use ElementorProDeps\DI\Definition\ArrayDefinitionExtension;
use ElementorProDeps\DI\Definition\EnvironmentVariableDefinition;
use ElementorProDeps\DI\Definition\Helper\AutowireDefinitionHelper;
use ElementorProDeps\DI\Definition\Helper\CreateDefinitionHelper;
use ElementorProDeps\DI\Definition\Helper\FactoryDefinitionHelper;
use ElementorProDeps\DI\Definition\Reference;
use ElementorProDeps\DI\Definition\StringDefinition;
use ElementorProDeps\DI\Definition\ValueDefinition;
if (!\function_exists('ElementorProDeps\\DI\\value')) {
    /**
     * Helper for defining a value.
     *
     * @param mixed $value
     */
    function value($value) : ValueDefinition
    {
        return new ValueDefinition($value);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\create')) {
    /**
     * Helper for defining an object.
     *
     * @param string|null $className Class name of the object.
     *                               If null, the name of the entry (in the container) will be used as class name.
     */
    function create(string $className = null) : CreateDefinitionHelper
    {
        return new CreateDefinitionHelper($className);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\autowire')) {
    /**
     * Helper for autowiring an object.
     *
     * @param string|null $className Class name of the object.
     *                               If null, the name of the entry (in the container) will be used as class name.
     */
    function autowire(string $className = null) : AutowireDefinitionHelper
    {
        return new AutowireDefinitionHelper($className);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\factory')) {
    /**
     * Helper for defining a container entry using a factory function/callable.
     *
     * @param callable $factory The factory is a callable that takes the container as parameter
     *                          and returns the value to register in the container.
     */
    function factory($factory) : FactoryDefinitionHelper
    {
        return new FactoryDefinitionHelper($factory);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\decorate')) {
    /**
     * Decorate the previous definition using a callable.
     *
     * Example:
     *
     *     'foo' => decorate(function ($foo, $container) {
     *         return new CachedFoo($foo, $container->get('cache'));
     *     })
     *
     * @param callable $callable The callable takes the decorated object as first parameter and
     *                           the container as second.
     */
    function decorate($callable) : FactoryDefinitionHelper
    {
        return new FactoryDefinitionHelper($callable, \true);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\get')) {
    /**
     * Helper for referencing another container entry in an object definition.
     */
    function get(string $entryName) : Reference
    {
        return new Reference($entryName);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\env')) {
    /**
     * Helper for referencing environment variables.
     *
     * @param string $variableName The name of the environment variable.
     * @param mixed $defaultValue The default value to be used if the environment variable is not defined.
     */
    function env(string $variableName, $defaultValue = null) : EnvironmentVariableDefinition
    {
        // Only mark as optional if the default value was *explicitly* provided.
        $isOptional = 2 === \func_num_args();
        return new EnvironmentVariableDefinition($variableName, $isOptional, $defaultValue);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\add')) {
    /**
     * Helper for extending another definition.
     *
     * Example:
     *
     *     'log.backends' => DI\add(DI\get('My\Custom\LogBackend'))
     *
     * or:
     *
     *     'log.backends' => DI\add([
     *         DI\get('My\Custom\LogBackend')
     *     ])
     *
     * @param mixed|array $values A value or an array of values to add to the array.
     *
     * @since 5.0
     */
    function add($values) : ArrayDefinitionExtension
    {
        if (!\is_array($values)) {
            $values = [$values];
        }
        return new ArrayDefinitionExtension($values);
    }
}
if (!\function_exists('ElementorProDeps\\DI\\string')) {
    /**
     * Helper for concatenating strings.
     *
     * Example:
     *
     *     'log.filename' => DI\string('{app.path}/app.log')
     *
     * @param string $expression A string expression. Use the `{}` placeholders to reference other container entries.
     *
     * @since 5.0
     */
    function string(string $expression) : StringDefinition
    {
        return new StringDefinition($expression);
    }
}
{"id":99,"date":"2021-08-06T14:36:04","date_gmt":"2021-08-06T14:36:04","guid":{"rendered":"https:\/\/elegancebeauty.ir\/?p=99"},"modified":"2024-05-09T10:38:20","modified_gmt":"2024-05-09T10:38:20","slug":"analista-e-cientista-de-dados-entenda-as","status":"publish","type":"post","link":"https:\/\/elegancebeauty.ir\/?p=99","title":{"rendered":"Analista e cientista de dados: entenda as diferen\u00e7as"},"content":{"rendered":"<p>Ser um cientista de dados significa possuir habilidades avan\u00e7adas de programa\u00e7\u00e3o, essenciais para aplicar conhecimentos na resolu\u00e7\u00e3o de problemas reais. O dom\u00ednio de ferramentas e t\u00e9cnicas de programa\u00e7\u00e3o \u00e9 fundamental para escrever e manipular c\u00f3digo, utilizar softwares especializados e aplicar modelos anal\u00edticos. Seu foco \u00e9 mais em relatar as informa\u00e7\u00f5es presentes nos dados e fornecer insights para tomada de decis\u00e3o de neg\u00f3cios.<\/p>\n<h2>Ferramentas no dia a dia do analista de dados<\/h2>\n<div style='text-align:center'><iframe width='569' height='319' src='https:\/\/www.youtube.com\/embed\/CkEX_Rbv6KI' frameborder='0' alt='cientista de dados ou analista de dados' allowfullscreen><\/iframe><\/div>\n<p>Se voc\u00ea tem interesse em an\u00e1lise de dados, identifica\u00e7\u00e3o de padr\u00f5es e comunica\u00e7\u00e3o de insights, a carreira de analista de dados pode ser uma boa escolha. Voc\u00ea trabalhar\u00e1 com ferramentas de an\u00e1lise de dados e t\u00e9cnicas estat\u00edsticas para transformar dados brutos em informa\u00e7\u00f5es relevantes para a tomada de decis\u00f5es. Ser um analista de dados requer habilidades em programa\u00e7\u00e3o, estat\u00edstica e conhecimento em ferramentas de an\u00e1lise de dados. Cientistas de dados tamb\u00e9m ganham profici\u00eancia no uso de plataformas de processamento de big data, como Apache Spark, o framework de c\u00f3digo aberto Apache Hadoop e bancos de dados NoSQL. Para construir modelos de aprendizado de m\u00e1quina, cientistas de dados frequentemente recorrem a v\u00e1rios frameworks como PyTorch, TensorFlow, MXNet e Spark MLib.<\/p>\n<h2>Qual \u00e9 a Diferen\u00e7a Entre Engenheiro de Dados, Cientista de Dados e Analista de Dados?<\/h2>\n<p>Nas empresas, isso se tornou uma ferramenta importante para ler o mercado, entender onde est\u00e3o as oportunidades e o que precisa ser melhorado. Quem deseja atuar neste meio deve estar preparado e entender quais as possibilidades e oportunidades no setor. Quando se trata  de carreira na \u00e1rea de tecnologia, alguns termos e cargos se confundem, como analista de dados ou cientista de dados. Embora sejam similares, cada um tem uma fun\u00e7\u00e3o distinta e as duas ocupa\u00e7\u00f5es podem at\u00e9 ser complementares. Antes de mais nada voc\u00ea deve fazer uma avalia\u00e7\u00e3o do seu perfil profissional atual e do  que voc\u00ea planeja para sua carreira. A demanda por profissionais de dados no mercado est\u00e1 imensa e o mercado est\u00e1 super aquecido.<\/p>\n<div style='text-align:center'><iframe width='565' height='315' src='https:\/\/www.youtube.com\/embed\/0IYnpZ9g6r0' frameborder='0' alt='cientista de dados ou analista de dados' allowfullscreen><\/iframe><\/div>\n<h2>Duas Fun\u00e7\u00f5es em Alta Demanda<\/h2>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"309px\" alt=\"cientista de dados ou analista de dados\"\/><\/p>\n<p>A nova profiss\u00e3o ainda \u00e9 pouco conhecida no Brasil, mas j\u00e1 tem muitos atrativos, como \u00e9 o caso do sal\u00e1rio que pode ultrapassar R$20 mil. Cientistas de Dados est\u00e3o preocupados <a href=\"https:\/\/www.florestanoticias.com\/2024\/05\/07\/como-a-ciencia-de-dados-e-o-aprendizado-de-maquina-estao-revolucionando-o-mundo-dos-negocios\/\" target=\"_blank\" rel=\"noopener\">curso de cientista de dados<\/a> com o processo cient\u00edfico de an\u00e1lise dos dados e Machine Learning. O primeiro tem foco na infraestrutura de dados e o segundo tem foco na an\u00e1lise &nbsp;de dados.<\/p>\n<ul>\n<li>H\u00e1 muitas vagas para cientista de dados no Brasil e no mundo, mas faltamprofissionais qualificados para desenvolver esse tipo de trabalho.<\/li>\n<li>Conecte-se a outros cientistas de dados da sua empresa ou encontre uma comunidade on-line.<\/li>\n<li>Profissionais formados em Matem\u00e1tica,\u00a0Estat\u00edstica, Ci\u00eancia da Computa\u00e7\u00e3o,\u00a0Sistemas de Informa\u00e7\u00e3o,\u00a0An\u00e1lise e Desenvolvimento de Sistemas\u00a0e\u00a0Gest\u00e3o da Tecnologia da Informa\u00e7\u00e3o podem se matricular nessa especializa\u00e7\u00e3o em data science.<\/li>\n<li>Por outro lado, os engenheiros de dados s\u00e3o respons\u00e1veis pela constru\u00e7\u00e3o e manuten\u00e7\u00e3o de infraestruturas de dados, garantindo que os dados estejam dispon\u00edveis e acess\u00edveis para an\u00e1lise.<\/li>\n<li>Redes de contatos profissionais e comunidades tamb\u00e9m desempenham um papel crucial, oferecendo oportunidades de colabora\u00e7\u00e3o, aprendizagem e crescimento.<\/li>\n<\/ul>\n<h2>Tend\u00eancias Futuras: A Evolu\u00e7\u00e3o dos Pap\u00e9is e Como Se Preparar para o Mercado<\/h2>\n<p>Analistas de dados, por exemplo, tamb\u00e9m podem vir de cursos como Economia e Administra\u00e7\u00e3o. Em suas habilidades t\u00e9cnicas, pode-se destacar o uso de ferramentas de an\u00e1lise, como programas de Business Intelligence, planilhas e bancos de dados. Dentre os soft skills est\u00e3o <a href=\"https:\/\/www.florestanoticias.com\/2024\/05\/07\/como-a-ciencia-de-dados-e-o-aprendizado-de-maquina-estao-revolucionando-o-mundo-dos-negocios\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.florestanoticias.com\/2024\/05\/07\/como-a-ciencia-de-dados-e-o-aprendizado-de-maquina-estao-revolucionando-o-mundo-dos-negocios\/<\/a> a proatividade, a dilig\u00eancia e o pensamento anal\u00edtico, orienta\u00e7\u00e3o aos detalhes e a tomada de decis\u00f5es. Se voc\u00ea deseja seguir essa carreira promissora, \u00e9 essencial desenvolver habilidades em programa\u00e7\u00e3o, estat\u00edstica, machine learning e storytelling de dados.<\/p>\n<ul>\n<li>Um Cientista de Dados, diferentemente do Analista de Dados, pode fazer previs\u00f5es que ajudam as empresas a tomar decis\u00f5es precisas.<\/li>\n<li>Eles tamb\u00e9m aplicam t\u00e9cnicas de minera\u00e7\u00e3o de dados e estat\u00edstica para identificar padr\u00f5es, correla\u00e7\u00f5es e anomalias nos dados.<\/li>\n<li>Com isso, a \u00e1rea de Ci\u00eancias de Dados se tornou mais relevante, por ser respons\u00e1vel por reunir essas informa\u00e7\u00f5es e usar uma s\u00e9rie de ferramentas para analis\u00e1-las, sendo capaz de fazer previs\u00f5es mais eficazes que apoiar\u00e3o a tomada de decis\u00f5es.<\/li>\n<li>Os Cientista de Dados, por outro lado, est\u00e3o em alta demanda em empresas de com\u00e9rcio eletr\u00f4nico, otimiza\u00e7\u00e3o de mecanismo de busca (SEO), servi\u00e7os financeiros e na \u00e1rea de sa\u00fade.<\/li>\n<li>\u00c9 a partir de perguntas como essas que o(a) analista de dados inicia o processo de organiza\u00e7\u00e3o e ordena\u00e7\u00e3o dos dados existentes, tendo como objetivo principal gerar informa\u00e7\u00f5es para uma tomada de decis\u00e3o alinhada \u00e0 estrat\u00e9gia da empresa.<\/li>\n<\/ul>\n<h2>Profiss\u00e3o: Cientista de Dados<\/h2>\n<ul>\n<li>Eles tamb\u00e9m realizam an\u00e1lises estat\u00edsticas de rotina para ajudar as empresas a responder perguntas espec\u00edficas ou resolver problemas.<\/li>\n<li>J\u00e1 o cientista de dados lida com problemas mais complexos e desafiadores, que exigem o desenvolvimento de algoritmos e modelos sofisticados.<\/li>\n<li>Cientistas de dados n\u00e3o s\u00e3o necessariamente respons\u00e1veis diretamente por todos os processos envolvidos no ciclo de vida da ci\u00eancia de dados.<\/li>\n<li>Nas empresas, isso se tornou uma ferramenta importante para ler o mercado, entender onde est\u00e3o as oportunidades e o que precisa ser melhorado.<\/li>\n<li>A partir da\u00ed, os cientistas de dados podem progredir de impactar projetos espec\u00edficos para trabalhar em dom\u00ednios inteiros para uma empresa.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Ser um cientista de dados significa possuir habilidades avan\u00e7adas de programa\u00e7\u00e3o, essenciais para aplicar conhecimentos na resolu\u00e7\u00e3o de problemas reais. O dom\u00ednio de ferramentas e t\u00e9cnicas de programa\u00e7\u00e3o \u00e9 fundamental para escrever e manipular c\u00f3digo, utilizar softwares especializados e aplicar modelos anal\u00edticos. Seu foco \u00e9 mais em relatar as informa\u00e7\u00f5es presentes nos dados e fornecer [&hellip;]<\/p>\n","protected":false},"author":36,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-99","post","type-post","status-publish","format-standard","hentry","category-bootcamp-de-programacao"],"_links":{"self":[{"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=\/wp\/v2\/posts\/99","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=\/wp\/v2\/users\/36"}],"replies":[{"embeddable":true,"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=99"}],"version-history":[{"count":1,"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=\/wp\/v2\/posts\/99\/revisions"}],"predecessor-version":[{"id":100,"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=\/wp\/v2\/posts\/99\/revisions\/100"}],"wp:attachment":[{"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=99"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=99"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/elegancebeauty.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=99"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}