Se ha denunciado esta presentación.
Se está descargando tu SlideShare. ×

Enable the business and make Artificial Intelligence accessible for everyone!

Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Anuncio
Cargando en…3
×

Eche un vistazo a continuación

1 de 45 Anuncio

Enable the business and make Artificial Intelligence accessible for everyone!

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

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

Anuncio
Anuncio

Más Contenido Relacionado

Presentaciones para usted (20)

Similares a Enable the business and make Artificial Intelligence accessible for everyone! (20)

Anuncio

Más reciente (20)

Enable the business and make Artificial Intelligence accessible for everyone!

  1. 1. AI capabilities for Power BI to make AI accessible for everyone
  2. 2. @MarcLelijveld | #DataScotland | #PowerBIer
  3. 3. @MarcLelijveld | #DataScotland | #PowerBIer Marc Lelijveld Data & Analytics Consultant Macaw Netherlands Marc.Lelijveld@macaw.nl @MarcLelijveld linkedin.com/in/MarcLelijveld Data-Marc.com
  4. 4. @MarcLelijveld | #DataScotland | #PowerBIer What we cover today • Introduction to AI • Reporting & dashboarding now a days • AI in Power BI • Demo time!
  5. 5. Artificial Intelligence Mind-blowing?
  6. 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
  7. 7. @MarcLelijveld | #DataScotland | #PowerBIer Artificial Intelligence Sense Reason Engage Learn
  8. 8. @MarcLelijveld | #DataScotland | #PowerBIer Ability to sense, reason, engage and learn! Computer vision Voice recognition Robotics And more….
  9. 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
  10. 10. @MarcLelijveld | #DataScotland | #PowerBIer Microsoft AI breakthrough
  11. 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. 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/
  13. 13. Reporting and dashboarding
  14. 14. @MarcLelijveld | #DataScotland | #PowerBIer Everyone engages with software Power BI
  15. 15. @MarcLelijveld | #DataScotland | #PowerBIer Power BI for everyone! Analysttoenduser2nd wave Self-service BI ITtoenduser 1st wave Technical BI Everyone3rd wave End user BI
  16. 16. @MarcLelijveld | #DataScotland | #PowerBIer Types of reporting Describe Declare Explore
  17. 17. @MarcLelijveld | #DataScotland | #PowerBIer Reporting in the past • Static • Paginated • Textual
  18. 18. @MarcLelijveld | #DataScotland | #PowerBIer Intuitive reporting • Clear navigation • Consistent across pages • Interactive experience • High-level > detailed level
  19. 19. @MarcLelijveld | #DataScotland | #PowerBIer What we call BIBUSINESS INTELLIGENCE…
  20. 20. @MarcLelijveld | #DataScotland | #PowerBIer …BEYOND BI
  21. 21. AI in Power BI
  22. 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
  23. 23. @MarcLelijveld | #DataScotland | #PowerBIer Part of Power BI Premium
  24. 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. 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. 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. 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. 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
  29. 29. @MarcLelijveld | #DataScotland | #PowerBIer Demo time!Because life is boring without risks
  30. 30. @MarcLelijveld | #DataScotland | #PowerBIer Demos - Quick insights - Power BI Natural Language Query - Explain increase / decrease - Analyze distribution - Key influencer visual - AI Insights in dataflows
  31. 31. Quick Insights
  32. 32. Natural Language Query
  33. 33. Explain Increase / decrease
  34. 34. Analyze distribution
  35. 35. Key Influencer Visual
  36. 36. AI Insights in dataflows Trip advisor hotel reviews IBIS Styles Glasgow
  37. 37. @MarcLelijveld | #DataScotland | #PowerBIer Dataflows Azure Databricks Azure MLAzure SQL DW Azure Data Factory Datasets Reports & dashboards Dataflows Business analysts Low/no code Data scientists Data engineers Azure Data Lake Storage Gen2 CDM folder CDM folder CDM folder
  38. 38. @MarcLelijveld | #DataScotland | #PowerBIer Cognitive services
  39. 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
  40. 40. @MarcLelijveld | #DataScotland | #PowerBIer
  41. 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. 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. 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. 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. 45. Taurusavenue 16E | 2132 LS Hoofddorp | +31 23 2060 600 | info@macaw.nl | www.macaw.nl

Notas del editor

  • 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)

  • https://www.tripadvisor.com/Hotel_Review-g186534-d8147276-Reviews-Ibis_styles_Glasgow_Centre_George_Square-Glasgow_Scotland.html

×