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Microsoft

Coding and Automation for Data Analysis with Generative AI

Microsoft via Coursera

Overview

This course teaches you to harness AI-powered tools for code generation, focusing on SQL, Python, and R for data analysis tasks. You'll learn to create complex formulas and automate repetitive data manipulation processes, significantly boosting your productivity. The course covers the design and implementation of automated data processing pipelines, enabling you to streamline your entire data analysis workflow. Upon completion of this course, you'll be able to: - Generate code snippets for data analysis tasks using AI - Create and optimize formulas for data manipulation and analysis - Design automated data processing pipelines with generative AI - Integrate AI capabilities into existing coding environments and workflows

Syllabus

  • Code generation fundamentals
    • Lays the foundation for using generative AI in coding by introducing key concepts, tools, and techniques for effective code generation and prompt engineering.

Taught by

Microsoft

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