Power BI con caracteristicas de inteligencia artificial en integracion con machine learning, controles de analisis de influenziadores, Q&A

1. Microsoft Power BI: AI Powered Analytics

2. Juan Alvarado
MVP Data Platform
MVP Data Platform
.
25 años como DBA y Developer BI
Especilista de SQL Server, Power BI,
Analysis services y Azure
/juan.m.alvarado
@juanbizzz
Juan Alvarado
juanbizzz@outlook.com
Medium.com/@juanbizzz
Consultor de SAP Hana , SAP ASE y
Oracle Essbase

3. Agenda
Overview of AI in Power BI
Investment areas
Personas and capabilities
Analyst toolkit
Automated ML
Cognitive services
Roadmap
End User Insights
AI visualizations
Natural language capabilities
Roadmap

5. dashboard

6. 6

7. AI en Power BI
CAPABILITIES
• Quick Insights
• Q&A
• AI Visualizations
CAPABILITIES
• Sentiment analysis
• Key phrase extraction
• Image Detection
CAPABILITIES
• Predictions
• Classifications
• Regression
• Forecasting
LANGUAGES
• R
• Python
INTEGRATION
• Azure ML
• Azure Frameworks

8. AI en Power BI
CAPABILITIES
• Quick Insights
• Q&A
• AI Visualizations
CAPABILITIES
• Sentiment analysis
• Key phrase extraction
• Image Detection
CAPABILITIES
• Predictions
• Classifications
• Regression
• Forecasting
LANGUAGES
• R
• Python
INTEGRATION
• Azure ML
• Azure Frameworks

9. Export model
Coming soon
New action to enable export of
model to Jupyter notebook or
Azure Notebooks
To Jupyter notebook
To Azure notebook

10. TrainedMay 28, 2019 5:18 pm…
Delete model
Export model
Coming soon
New action to enable export of
model to Jupyter notebook or
Azure Notebooks

11. Opportunity Scoring
Coming soon
Ability to export Automated
ML models created in Power BI
to Jupyter notebooks or Azure
Notebooks.

12. Integration with
Azure ML and
Cognitive Services GA
Announcing

13. Demo: Cognitive Services

14. Cognitive service cheat sheet
Cognitive services in Power BI Cognitive services in Azure
Designed for the business analyst/BI
professional
Designed for for the data scientist/data engineer
Skillset required is Power Query and Power
BI dataflows (OOB point and click functions,
M code)
Skillset required is Azure, coding language (C#, Java,
Node.js, Python)
Lives completely inside Power BI and can
only be used by Power BI
Live in Azure and can be consumed as a webservice by
lots of different applications
Require Power BI Premium and utilizes
capacity
Require an Azure subscription and utilizes Azure
consumption

15. Insights for Business Users
CAPABILITIES
• Quick Insights
• Q&A
• AI Visualizations
CAPABILITIES
• Sentiment analysis
• Key phrase extraction
• OCR, Text Translations
CAPABILITIES
• Predictions,
Classifications,
• Forecasting, Clustering,
• Recommendations
LANGUAGES
• R
• Python
INTEGRATION
• Azure ML
• Azure Frameworks

16. Demo: Key Influencers

17. Demo: Q&A

18. Natural Language Generation

19. Natural Language Generation

20. Distribution Changes Visualization

21. Q&A