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AI for Data Science
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Lesson 1
25 min

The Modern AI-Augmented Data Science Workflow

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Quick Summary

AI now contributes at every step of the data science pipeline — from schema exploration and feature engineering to model selection and reporting. Understanding the tool-per-step landscape is the fastest way to compress your iteration cycles.

What you will learn
  • Map AI tools to each stage of the modern data science workflow
  • Understand how LLMs are augmenting (not replacing) data scientist roles
  • Assess which parts of your data workflow are best candidates for AI assistance
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The Modern AI-Augmented Data Science Workflow is part of AI for Data Science — an advanced module. We keep these gated so we can save your progress, recommend next steps, and personalize the curriculum.

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