Microsoft is doing a great job in enabling every user to apply Artificial intelligence in his or her daily business by implementing AI functionality in Power BI, Microsoft's end-user BI and analytics tool. Finding insights from the data can be challenging with the massive volumes of data generated today. This is where AI can help to automatically find patterns, help users understand what the data means, and predict future outcomes. But most important of all, enabling the business to make data driven decisions!
In this session I will tell you all about the AI capabilities which Microsoft offers and made available for each and every user within the organization. I'll show you how business users will be able to work with this, without writing a line of code. A session with an overview of AI and a bunch of live demos on how you can implement AI to your daily business.
In this session:
- Azure Cognitive Services
- Auto ML (Machine Learning)
- Power BI Dataflows
3. @MarcLelijveld | #DataScotland | #PowerBIer
Marc Lelijveld
Data & Analytics Consultant
Macaw Netherlands
Marc.Lelijveld@macaw.nl
@MarcLelijveld
linkedin.com/in/MarcLelijveld
Data-Marc.com
4. @MarcLelijveld | #DataScotland | #PowerBIer
What we cover today
• Introduction to AI
• Reporting & dashboarding
now a days
• AI in Power BI
• Demo time!
6. @MarcLelijveld | #DataScotland | #PowerBIer
For me as a newbie in this area
Source: https://community.hpe.com/t5/hpe-blog-uk-ireland/Artificial-Intelligence-Enough-of-the-hype-What-is-it/ba-p/7046672#.XXgJCSgzaUk
8. @MarcLelijveld | #DataScotland | #PowerBIer
Ability to sense, reason, engage and learn!
Computer vision Voice recognition Robotics And more….
9. @MarcLelijveld | #DataScotland | #PowerBIer
AI != Innovation
Source: https://towardsdatascience.com/artificial-intelligence-is-for-optimization-human-intelligence-is-for-innovation-f0bddce2ed79
Does not understand the real world!
But Artificial Intelligence can:
• Learn
• Optimize
• Detect patterns
• Inform
• Inspire AI lives in water, yet it doesn’t know what water is.
David Foster Wallace
11. @MarcLelijveld | #DataScotland | #PowerBIer
The world’s first AI Whisky
“We want the AI to create a recipe that
tastes good enough to win awards…
we want to discover recipes that will
never have occurred to a person”
Source: https://news.microsoft.com/europe/features/meet-the-worlds-first-ai-created-whisky/
Aqua vitae. Uisce beatha. Whisky - May 2019
12. @MarcLelijveld | #DataScotland | #PowerBIer
70
million
recipes
Azure
cloud
platform
Azure
Cognitive
Services
Sales data
Ingredients of
award-winning
blends
Customer preferences
Source: https://news.microsoft.com/europe/features/meet-the-worlds-first-ai-created-whisky/
15. @MarcLelijveld | #DataScotland | #PowerBIer
Power BI for everyone!
Analysttoenduser2nd wave
Self-service BI
ITtoenduser
1st wave
Technical BI
Everyone3rd wave
End user BI
22. @MarcLelijveld | #DataScotland | #PowerBIer
Power BI advanced capabilities
2015 20192016 2018
Desktop
Run R in
Power BI
visuals
Desktop
R in
Power
Query
Desktop
Phyton in
Visuals +
Power
Query
Premium features
- AI in dataflows
- Key Influencer
- Azure Auto ML
- ML Studio
24. @MarcLelijveld | #DataScotland | #PowerBIer
Premium assignment
Assign workspaces to
your dedicated capacity
Consistent performance
Premium workspaces running on
dedicated resources
Distribute content
to all users
Scale to meet your BI
user needs
Power BI Apps / Embed
Acquire dedicated
capacity
Office 365 admin portal
25. AI in Power BI
AnalystsEnd users Data ScientistsBI Professionals
CAPABILITIES
• Quick Insights
• Q&A
• AI Visualizations
Natural Language
Automated Insights
CAPABILITIES
• Auto ML
Azure ML
Integrations
CAPABILITIES
• Sentiment analysis
• Key phrase
extraction
• Image detection
AI Enrichment
AI Transformations
CAPABILITIES
• Predictions
• Classifications
ML Models
Model Deployments
CAPABILITIES
• R
• Phyton
Extends for Data
Scientists
@MarcLelijveld | #DataScotland | #PowerBIer
26. @MarcLelijveld | #DataScotland | #PowerBIer
Make AI available for everyone!
Goal How?
Help Business Users understand their data Q&A
Quick Insights
Key Drivers
Clustering
Help Analysts prepare their data Forecasting
Cognitive Services
Automated ML
R Integration
Make it easy for Data Scientists and Analysts to collaborate Python Integration
Azure ML Integration
27. @MarcLelijveld | #DataScotland | #PowerBIer
Make AI available for everyone!
Goal How?
Help Business Users understand their data Q&A
Quick Insights
Key Drivers
Clustering
Help Analysts prepare their data Forecasting
Cognitive Services
Automated ML
R Integration
Make it easy for Data Scientists and Analysts to collaborate Python Integration
Azure ML Integration
28. @MarcLelijveld | #DataScotland | #PowerBIer
Make AI available for everyone!
Goal How?
Help Business Users understand their data Q&A
Quick Insights
Key Drivers
Clustering
Help Analysts prepare their data Forecasting
Cognitive Services
Automated ML
R Integration
Make it easy for Data Scientists and Analysts to collaborate Python Integration
Azure ML Integration
39. Pervasive application of AI
New capabilities that
make AI accessible for
everyone
• Text analytics and image
recognition through Azure
Cognitive Services integration
• Key driver analysis helps
surface what drives an
outcome
• Enable business analysts to
create new ML models
through Automated ML
• Seamless collaboration
between business analysts
and data scientists through
Azure ML integration
@MarcLelijveld | #DataScotland | #PowerBIer
41. @MarcLelijveld | #DataScotland | #PowerBIer
Big thanks to…
- Justyna Lucznik (MSFT) – Demo’s and inspiration
- Leila Etaai (MVP) – Inspiration
Other resources:
- Microsoft News – Award winning Wisky with AI
- Towards Data Science – AI is not innovation
- HPE – AI, what it is
42. @MarcLelijveld | #DataScotland | #PowerBIer
Recap
• AI is more than BI
• AI != Innovation
• Inspire, optimize and detect patterns
• AI on your fingertips in Power BI
• Next level insights with AI insights (PBI Premium)
43. @MarcLelijveld | #DataScotland | #PowerBIer
Download for free!
Https://bit.ly/cheatsheetpbi
Marc Lelijveld
Data & Analytics Consultant
Macaw Netherlands
Marc.Lelijveld@macaw.nl
@MarcLelijveld
linkedin.com/in/MarcLelijveld
Data-Marc.com
44. @MarcLelijveld | #DataScotland | #PowerBIer
Please provide
your feedback
Https://bit.ly/2019sfeedback
Marc Lelijveld
Data & Analytics Consultant
Macaw Netherlands
Marc.Lelijveld@macaw.nl
@MarcLelijveld
linkedin.com/in/MarcLelijveld
Data-Marc.com
45. Taurusavenue 16E | 2132 LS Hoofddorp | +31 23 2060 600 | info@macaw.nl | www.macaw.nl
Hinweis der Redaktion
Example:
AI can’t design a new ergonomic office chair.
It doesn’t even know what a chair is (doesn’t understand the real world)
But AI knows all the 3D shapes of chairs defined in the trainings data and can learn from that.
“The immediate point of the fish story is that the most obvious, ubiquitous, important realities are often the ones that are the hardest to see and talk about.” — David Foster Wallace
Clustering (available)
Forecasting (available)
Cognitive Services (preview)
Automated ML (In private preview)
In addition to Q&A, Quick Insights, Key influencers (public preview)
