AI-Powered Code Generation for Data Analysis
This course is part of Microsoft Generative AI for Data Analysis Certificate.
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.
Instructors:
English
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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
Skills you'll gain
This course includes:
17 Hours PreRecorded video
23 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.
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
Instructor
Empowering Individuals and Organizations Through Technology
Microsoft's mission is "to empower every person and every organization on the planet to achieve more," reflecting its commitment to leveraging technology for global empowerment. The company aims to drive digital transformation through an integrated cloud approach, creating a robust platform that enhances productivity and accessibility for users worldwide. Its vision statement emphasizes the goal of democratizing artificial intelligence, ensuring that AI technologies are accessible and beneficial for everyone. This focus on empowerment and inclusivity underpins Microsoft's strategies and product development, positioning it as a leader in innovation within the technology sector. The company has consistently pursued excellence by fostering a culture of innovation, diversity, and corporate social responsibility, ultimately aiming to improve quality of life and facilitate progress across various fields, including education, healthcare, and business.
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Frequently asked questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.