ChatGPT and Power BI
1h 57mIntermediate2024-06-04
Authors
Maven Analytics
Aaron Parry
Course details
AI is changing the world around us, and completely revolutionizing the way we work. Data professionals now have access to tools that provide superpowers to work smarter and faster than ever before.
In this course, the Maven Analytics team guides you through the world of deep learning and generative AI and shows you how to leverage Power BI and ChatGPT together to work more efficiently and make smarter, data-driven decisions.
Explore the rapid rise of large language models like ChatGPT and Google Gemini, and get up and running with free tools that will take your skills to the next level. You'll also dive into the art of prompt engineering, review tips and best practices for generating consistent and accurate model outputs, and find out how to address common limitations and pitfalls to be aware of.
From there, Aaron Parry takes you through some of the most powerful and practical ChatGPT use cases for data science and analytics, with instructor-led demos in Power BI.
In this course, the Maven Analytics team guides you through the world of deep learning and generative AI and shows you how to leverage Power BI and ChatGPT together to work more efficiently and make smarter, data-driven decisions.
Explore the rapid rise of large language models like ChatGPT and Google Gemini, and get up and running with free tools that will take your skills to the next level. You'll also dive into the art of prompt engineering, review tips and best practices for generating consistent and accurate model outputs, and find out how to address common limitations and pitfalls to be aware of.
From there, Aaron Parry takes you through some of the most powerful and practical ChatGPT use cases for data science and analytics, with instructor-led demos in Power BI.
Skills covered
Power BIChatGPTOpenAIBusiness AnalyticsBusiness IntelligenceAI Productivity ToolsData AnalysisData ScienceBusiness Analysis and StrategyBusiness Software and ToolsMicrosoftOne-Off
Concepts
0. Introduction
- 01 - The future is now - Intro to AI for data analytics
- 02 - Setting expectations
1. How AI Is Revolutionizing Data Analysis
- 03 - Why AI is a game changer for data analysis
- 04 - AI use cases for data analytics
2. A Crash Course in AI, LLMs, and ChatGPT
- 05 - The AI landscape
- 06 - Generative AI and large language models
- 07 - The road to ChatGPT
- 08 - Generative AI tools
- 09 - Warning - Pitfalls of ChatGPT
- 10 - Accessing ChatGPT and Google Bard
3. Prompt Engineering Tips
- 11 - Intro to prompt engineering
- 12 - Prompt tip - Be clear and specific
- 13 - Prompt tip - Provide context
- 14 - Prompt tip - Establish roles
- 15 - Prompt tip - Set the tone
4. ChatGPT for Power BI
- 16 - Intro to ChatGPT for Power BI
- 17 - Getting started with ChatGPT for Power BI
- 18 - Connect to data from Power BI
- 19 - Create a data dictionary
- 20 - Format and comment power query code
- 21 - Explain fundamental Power BI concepts
- 22 - Generate DAX from examples
- 23 - Explain and comment DAX code
- 24 - Generate DAX measures from scratch
- 25 - Troubleshoot DAX errors
- 26 - Visualize data with Power BI
- 27 - Build a Power BI dashboard
Conclusion
- 28 - Key takeaways and next steps
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