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Scaling Data Science with Agents

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Overview

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This course teaches data practitioners how to use the Data Science Agent to accelerate the ML lifecycle. By moving beyond simple code generation, you'll learn to solve the "human-in-the-middle" bottleneck through environment orchestration and context-aware reasoning. Learn to leverage agentic prompting and environment orchestration to transform your data science workflow from manual coding to strategic automation.

Syllabus

  • The Data Science Agent
    • Scaling Data Science with Agents
    • Data science friction
    • The Data Science Agent
    • How the Agent works
    • Module 1 quiz
  • Agentic prompting for business value
    • Prompting the Agent
    • CTC use case: Customer analysis
    • CTC use case: Network logs analysis
    • Module 2 quiz
  • Course Summary
    • Course summary
  • Your Next Steps
    • Claim credential

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