O que é Big Data?
![imagem do autor](/_ipx/q_100&s_50x50/https://imgsitesis.blob.core.windows.net/imgsitesis/2bd16152-4704-45a3-857d-026f4da1e022.webp)
Por: Equipe SIS
9 de June de 2022
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Você conhece os conceitos e a utilidade do Big Data? Sabe como esse recurso pode ajudar a expandir os seus negócios? Aqui te explicamos tudo o que você precisa saber!
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Fale com a Nossa Equipe O termo Big Data tem se tornado cada vez mais frequente na rotina das empresas. Isso acontece porque essa área do conhecimento trouxe benefícios para diversos departamentos, o que resultou na melhoria dos resultados entregues. Mas de que forma o Big Data pode auxiliar nos negócios? Ao longo desse artigo, te apresentaremos algumas dicas para colocar esse método em prática.
Conceito de Big Data
Em inglês, Big quer dizer grande e Data, dados. Dessa maneira, Big Data quer dizer grandes dados. Em outras palavras, Big Data é o esforço de extrair informações de um grande volume de dados, pautar estratégias e nortear ações.
Apesar de se tornar popular agora, Big Data é um conceito antigo que surgiu durante a Segunda Guerra Mundial, quando os britânicos criaram uma máquina para decifrar códigos dos nazistas. Assim, milhares de mensagens eram decodificadas em questão de segundos. Ou seja, desde essa época existe Big Data. Porém, o termo só foi usado pela primeira vez no ano de 1997 e a partir de 2005 ele foi difundido com a publicação de um artigo de autoria de?Roger Magoulas, responsável também pelo conceito de Web 2.0.
Big Data e os 3 v´s
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O conceito de Big Data considera 3 pilares:
Volume:
Valores altos e expressivos, relevantes para a tomada de decisões.
Velocidade:
Por se tratar de alto volume, a velocidade da coleta e análise de dados deve ser proporcional. Dessa maneira, consegue-se garantir a eficácia e a agilidade do processo e das tomadas de decisões.
Variedade:
Os dados vêm de diferentes lugares e não só de um único ponto de origem. Utilizando Big Data, é possível captar, extrair e analisar esses dados de diferentes proveniências.
Como funciona:
Para que os dados sejam transformados em informações inteligentes, existe um ciclo de ações a ser seguido.
São eles:
1 – Integrar
A primeira fase é responsável por integrar e extrair o volume de dados.
2 – Gerenciar
Nessa etapa, começa a fase de gerenciamento e organização dos dados para análise.
3 – Analisar
É a fase em que começa o entendimento dos cenários e dos padrões para obter respostas que trarão resultados expressivos.
Quem está utilizando Big Data?
Bancos:
- Um exemplo de utilização de Big Data em instituições financeiras é no gerenciamento de risco de crédito dos clientes e para evitar fraudes
- Universidades e instituições de ensino – gerenciamento de dados dos alunos, assim como operações financeiras e aprimoramento de pesquisas acadêmicas
Governo:
- Administração de dados da população, por exemplo, e beneficiários de programas do governo.
Saúde:
- Registro de pacientes, assim como prontuários, exames, consultas e diversas outras informações que podem ser relevantes no tratamento de pacientes.
Manufatura:
- Com o Big Data, é possível identificar processos e métodos de fabricação, assim como melhorar a qualidades dos produtos que serão oferecidos para os clientes.
Varejo:
- Colaboração para entender o comportamento de consumo dos clientes para estreitar o relacionamento.
Agora, você entendeu a importância do Big Data para o seu negócio, certo? Afinal, é uma área promissora que coopera para importantes setores, como saúde e segurança.
Essa é uma prova de que Big Data possui diversas finalidades e poderá auxiliar você a crescer a ter resultados satisfatórios.
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