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CERTIFICATE
AI-Powered Code Generation for Data Analysis
This course is part of Microsoft Generative AI for Data Analysis Certificate.
Course Cost
Free course
Intermediate
Skill Level
16 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Microsoft Generative AI for Data Analysis Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Generate code snippets for data analysis tasks using AI assistants
Create and optimize formulas for data manipulation in Excel and other tools
Debug and troubleshoot AI-generated code effectively
Design automated data processing pipelines with generative AI
Integrate AI capabilities into existing coding environments and workflows
Implement AI-powered data cleaning and transformation techniques
Build visualization code using generative AI tools
Apply AI coding in real-world data analysis scenarios
Skills you'll gain
This course includes:
17 Hours PreRecorded video
23 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Get a Completion Certificate
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Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
CREATED BY
PROVIDED BY
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There are 5 modules in this course
This comprehensive course teaches data professionals how to leverage generative AI for coding and automation in data analysis workflows. Starting with code generation fundamentals, learners explore prompt engineering techniques for creating effective SQL, Python, and R code snippets. The curriculum progresses through formula building, advanced coding techniques, and debugging strategies specifically designed for AI-generated code. Students learn to integrate AI tools into their existing coding environments, design automated data processing pipelines, and implement real-world data analysis projects. Through hands-on assignments and case studies, participants gain practical experience in using generative AI to streamline data cleaning, transformation, and visualization tasks, ultimately enhancing productivity and analysis capabilities.
Code generation fundamentals
Module 1 · 3 Hours to complete
Building formulas
Module 2 · 3 Hours to complete
Advanced coding techniques
Module 3 · 3 Hours to complete
Automation and integration
Module 4 · 3 Hours to complete
GenAI in action: Data case studies
Module 5 · 4 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Microsoft Generative AI for Data Analysis Certificate
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Frequently asked Questions
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