Power b iwithaiandhybridbievent_techcloudtree
- 1. CLOUD JOURNEY USER GROUP SHARE TO CARE POWER BI with AI & HYBRID BI BY MOHAMED ASHIQ FALEEL https://www.linkedin.com/in/ashiqf/ @AshiqFaleel ashiqf@gmail.com https://ashiqf.com Solutions Architect @ TCS BY THIRUNAVUKKARASU KANNAPAN Solutions Architect @ TCS https://www.linkedin.com/in/thirubaikm/@thirubaikm
- 2. Agenda • PowerBI Architecture • PowerBI Enterprise Gateway Configuration • Demo - I • AI in PowerBI • AI Visuals • Demo – II • Questions & Answers
- 4. Hybrid BI
- 5. Enterprise Gateway • 64-bit version of Windows 10 or 64-bit version of Windows server 2012 R2 & above • Net Framework 4.7.2 or later • 8 GB ram Pre- Requisites: Data gateway acts as a bridge to provide quick and secure data transfer between on-premises data (data that isn't in the cloud) and several Microsoft cloud services. Data sources: • SharePoint • SQL, Oracle, MY SQL, Postgre SQL • Files • SAP • Mainframe etc
- 6. Power BI Data gateway • On-premises data gateway personal mode • Management from Power Platform Admin center & PowerShell High Availability Clusters: •Failover •Round-robin – Distribute requests across all active gateways •Load balance based on CPU & Memory throttling • Basic • Windows-Singlesignon • OAuth2 Authentication Method: SQL On premise Data source APP Workspace • Report • Dataset Data Gateway Settings Power BI Service Users Azure AD Identity Publish PBIX Gateway Architecture
- 7. Demo I
- 10. New AI and Enterprise features for Power BI • Azure Cognitive Services • Pre-trained machine learning models for intelligent applications • Text fields like customer feedback can be analyzed for positive and negative sentiment as well as have key phrases extracted • Text Analytics • Which uses the Cognitive Services API • Vision • Uses the Cognitive Services API • Machine Learning • It exposes your Azure Machine Learning functions or models • AI Visuals • Key Influencers Visual • Decomposition Tree Visual • Q & A Visual • AI Premium Workload • Text and image analytics • Power BI’s vision and text analytics capabilities • Text and handwriting recognition • Power BI’s natural language capabilities
- 11. Demo II AI Visuals: • Key influencers • Decomposition Tree • QnA
- 12. PowerBI Dataflows POWER QUERY PROCESS THAT RUNS IN THE CLOUD INDEPENDENTLY FROM ANY POWER BI REPORTS. DATAFLOW STORES THE DATA IN THE AZURE DATA LAKE STORAGE. RE-USABLE TABLES OR QUERIES ACROSS MULTIPLE POWER BI FILES, ARE ONE OF THE BEST CANDIDATES FOR DATAFLOW. DATAFLOW CAN RUN EXTRACT, TRANSFORMATION, AND LOAD (ETL) PROCESS ON A DIFFERENT SCHEDULE FOR EVERY QUERY (OR TABLE). DATAFLOW CAN BE USED FOR VERSIONING THE DATA FROM THE SOURCE INTO MULTIPLE DESTINATION TABLES.
- 13. Dataflow
- 14. References https://docs.microsoft.com/en-us/data-integration/gateway/ https://docs.microsoft.com/en-us/data-integration/gateway/service-gateway-onprem-indepth https://docs.microsoft.com/en-us/data-integration/gateway/service-gateway-install https://docs.microsoft.com/en-us/power-bi/connect-data/service-gateway-onprem https://powerbi.microsoft.com/en-us/gateway/ https://docs.microsoft.com/en-us/data-integration/gateway/service-gateway-high-availability-clusters https://docs.microsoft.com/en-us/data-integration/gateway/service-gateway-powershell-support https://docs.microsoft.com/en-us/power-bi/connect-data/service-gateway-sql-tutorial https://www.microsoft.com/en-us/sql-server/sql-server-downloads https://docs.microsoft.com/en-us/power-platform/admin/onpremises-data-gateway-management https://docs.microsoft.com/en-us/powerapps/maker/common-data-service/using-dataflows-with-on- premises-data#use-an-on-premises-data-source-in-a-dataflow Hybrid BI: Power BI with BI: https://powerbi.microsoft.com/en-us/blog/announcing-ai-premium-workload-cognitive-services- and-azure-ml-general-availability/ https://docs.microsoft.com/en-us/power-bi/transform-model/dataflows/dataflows-create