DPS 2020 Training Class – Self-Service AI with Power BI – by Markus Ehrenmueller-Jensen

Pre-Con Title

Self-Service AI with Power BI Desktop

Track(s)

Business Intelligence & Advanced Analytics

Tags

#PowerBI #AI #ML #PowerQA #DAX #R #Python #PowerQuery #CognitiveServices #AzureML

Level

Advanced

Trainer/Speaker

Markus Ehrenmueller-Jensen

Abstract

Power BI Desktop is Microsoft’s free tool for self-service BI. It’s updated every single month with exciting new features and Gartner declared it since 2019 to THE leading BI Tool (which led Tableau and Qlik behind). In this full day workshop, we take a look on Power BI Desktop’s possibilities concerning Artificial Intelligence. The functionalities are reaching from simple context menus, to e. g. get an explanation for a peak in a value over time, to ingesting a self-deployed Azure Machine Learning web service.

The agenda contains all the listed features, which we will discuss and try out on concrete examples:

• Q & A
• Quick Insights
• What-if Parameter
• Analytic Line
• Data Profiling
• Usage Monitoring and Auditing
• R & Python Integration
• Smart Custom Visuals
• Key Influencer Visual
• Column by Example
• Decision Tree
• Cognitive Services
• Azure Machine Learning

The exercises contain both, no-code solutions and complex scripts in DAX, R and M. Knowledge in those languages are helpful but not necessary.

Don’t forget to bring you Laptop!

Modules/Topics

1. Q & A
2. Quick Insights
3. What-if Parameter
4. Analytic Line
5. Data Profiling
6. Usage Monitoring and Auditing
7. R & Python Integration
8. Smart Custom Visuals
9. Key Influencer Visual
10. Column by Example
11. Decision Tree
12. Cognitive Services
13. Azure Machine Learning

Attendee Pre-requisite (if any)

basic knowledge in Power BI (creating a visual, formatting a visual, loading data in Power Query)

basic knowledge in DAX, M, R & Python is advantageous

Free user for Power BI Service (no pro-account necessary)

• Azure Subscription to create Cognitive Services
• Free account of Azure Machine Learning Studio (classic)

Is this class being recorded?

Yes. This class will be recorded and the registered attendee will get 12 months streaming access to the recorded class. The recordings will be available within 30 days of class completion.

Additional Comments from Instructor/Speaker

No special instructions/comments from the Speaker

Additional Comments from the Organizers

DPS 2020 Pre-Con price increases on the 1st of every month. This month’s pricing is the lowest. Book Now and save.

Pre-Con Trainings are instructor-led, demo-based, 8 hours (4 hrs each day).

Due virtual mode delivery, Pre-Cons are not hands-on. The 8-hour delivery is designed for maximum coverage and demos by the instructor. However, delegates will get the pre-con material (PDFs, demos, scripts, etc, as shared by instructor) to practice at their convenience.

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