Introduction
The future is now: Intro to AI for data analytics
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Setting expectations
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1. Why AI for Data Analytics?
Why AI is a game-changer for data analysis
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AI use cases for data analytics
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2. Intro to AI, LLMs, and ChatGPT
The AI landscape
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Generative AI and large language models
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The road to ChatGPT
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Generative AI tools
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Warning: Pitfalls of ChatGPT
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Accessing ChatGPT and Google Bard
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3. Prompt Engineering
Intro to prompt engineering
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Prompt tip: Be clear and specific
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Prompt tip: Provide context
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Prompt tip: Establish roles
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Prompt tip: Set the tone
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4. ChatGPT for SQL
Intro to ChatGPT for SQL
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Explain fundamental SQL concepts
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Explain a SQL query
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Add comments to a SQL query
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Debug and troubleshoot SQL code
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Create a SQL query from scratch
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Optimize SQL queries
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Conclusion
Key takeaways and next steps
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Ex_Files_ChatGPT_and_SQL.zip
(4.2 MB)