Agenda: New AI and Enterprise features AI Visuals & Dataflows Hybrid BI - Data gateway

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

3. PowerBI Architecture

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

8. AI in PowerBI

9. Power BI Pricing

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

16. Thank you
https://www.meetup.com/cloudjourneyusergroup/