Excel and ChatGPT: Data Analysis Power Tips

Introduction

• The future is now: Intro to AI for data analytics
• Setting expectations

1. How AI Is Revolutionizing Data Analysis

• Why AI is a game-changer for data analysis
• AI use cases for data analytics

2. A Crash Course in AI, LLMs, and ChatGPT

• The AI landscape
• Generative AI and large language models
• The road to ChatGPT
• Generative AI tools
• Warning: Pitfalls of ChatGPT
• Accessing ChatGPT and Google Bard

3. Prompt Engineering Tips

• Intro to prompt engineering
• Prompt tip: Be clear and specific
• Prompt tip: Provide context
• Prompt tip: Establish roles
• Prompt tip: Set the tone

4. ChatGPT for Excel

• Intro to ChatGPT for Excel
• Explain fundamental Excel concepts
• Generate Excel formulas from descriptions
• Generate DAX and M Code
• Automate tasks with VBA macros
• Generate formulas from sample data
• Ask for Excel data visualization advice
• Produce step-by-step Excel tutorials
• Collaborate on data prep and EDA
• Generate sample datasets
• Single table analysis
• Multi-table analysis
• The Canvas interface
• Scraping data from the web

Conclusion

• Key takeaways and next steps