Interactive Lesson: AI Tools for Analytics Engineering

AI Tools for Analytics Engineering – Interactive Simulator
šŸ¤– AI Tools for Analytics Engineering
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Understanding AI Models for Data Work
Learn how AI models work and their capabilities for analytics

šŸŽÆ Learning Objective

Understand the fundamental concepts of AI models, their strengths, limitations, and how they can enhance your analytics engineering workflow.

šŸ” What Are AI Models?

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Large Language Models
Text generation & understanding
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Context Windows
Input/output limitations
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Tokens
How AI processes text
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Temperature
Creativity vs determinism

šŸ“– Concept Explanation

šŸ’” Click on a concept to learn more about how it applies to analytics engineering!

šŸŽ® Interactive Quiz: Test Your Understanding

Which AI model characteristic is most important for SQL generation?