O documento apresenta uma proposta de streaming de dados utilizando Microsoft Forms, Flow, Cognitive Services e Power BI. O resumo inclui uma breve descrição de cada ferramenta e como elas podem ser integradas para automatizar a coleta e análise de dados. Uma demonstração ilustra como o fluxo de trabalho funciona na prática.
1. Streaming de Dados com
Forms + Flow + Azure Cognitive Services +
Power BI
ORLANDOGOMES
MICROSOFTMVPDATAPLATFORM
MICROSOFTSTUDENTPARTNER(MSP)
MEDIUM.COM/@_ORLANDOGOMES
LINKEDIN.COM/IN/ORLANDOMARIANO
FACEBOOK.COM/PAGE.ORLANDOGOMES
2. Sobre
Consultor de BI – Lambda3;
Co-Organizer @Nerdzao;
Microsoft MVP Data Platform;
MSP - Microsoft Student Partner;
Graduando do 4º Ano de Engenharia Mecatrônica - FIAP;
Experiência focada em SharePoint e Power BI;
Fã de Pokémon / Futebol
4. Microsoft Forms
• Permite a criação de formulários para
compartilhamento entre usuários e
organizações;
• Diferentes tipos de perguntas (abertas,
fechadas, ranking);
• Possui templates para criação (Festa, Evento,
Feedback..).
5. Microsoft Flow
• Serviço baseado em cloud que permite
automatização de processos (captura de
eventos, inserção de dados, entre outros);
• Funciona a partir de uma trigger (gatilho),
responsavel por iniciar uma determinada ação;
• Oferece fluxos pré construidos para serem
usados como base.
• Funções similares programação (If, While, Loop)
6. Cognitive Services
“Conjunto de algoritmos de aprendizagem de máquina, projetados com o objetivo de
democratizar a AI, alocando a mesma em diferentes serviços, que permitem que
aplicações tenham comportamentos que simulem o humano”
• Text Analytics (KeyWords);
• Sentiment Analysis;
• Language Detection.
7. Power BI
Ferramenta de Business Inteligence da Microsoft, onde por meio do
mesmo, podemos realizar a entrega de analises de mercado por meio
de Gráficos e Dashboards.
11. Referencias
Tutorial: Integrate Power BI with the Text Analytics Cognitive Service
https://docs.microsoft.com/en-us/azure/cognitive-services/text-
analytics/tutorials/tutorial-power-bi-key-phrases
Microsoft Flow
https://flow.microsoft.com/e
Microsoft Forms
https://forms.office.com
Power BI
https://powerbi.microsoft.com/pt-br/
Big Data – the size, type, shape of data that business are analyze is changing.
Data from sensors: RFID tags in manufacturing, or location data for company’s with large fleets.
Data from social media like facebook, twitter, Linked-In – for analyzing the success of a marketing campaign or to assess customer sentiment or to gather feedback to help shape products or services.
Public data – traffic or weather feeds, or data published from data.gov initiatives etc
Being able to easily tap into these data sources from smarter analytics to drive business insight is a prevalent theme.
Consumerization of IT – this is about choice. I as an individual want to work on the device of my choice. From wherever I want to work. This extends beyond devices to include apps and user experiences. I search for information all the time at home on the web, I want to have that same experience at the office. I’ll talk today about how we’re bringing these experiences to the world of data as well.
Power BI is a high-level name for Microsoft’s Power BI Services and Tools Suite. In general, all tools draw on the underlying foundation of Power BI Services, which is exposed to users via a web-based design and administration experience. More powerful features are available in the Power BI Desktop application targeting the Windows platform, and mobile versions of Power PI exist for Windows Mobile, iOS, and Android devices that enable end users to interactively access and navigate report and dashboard information. Developer and administrators can also exposed the services of Power BI via Power BI embedded which includes a robust REST-based API as well as tools to create custom visualizations.