Generative AI for Data Science with Copilot

About this course

This course provides a comprehensive introduction to Generative AI in data science. You'll explore the foundational concepts of generative AI, including GANs, VAEs, and Transformers, and discover how Microsoft Copilot leverages these models to streamline data science workflows. You'll gain hands-on experience using Microsoft Copilot to implement generative AI solutions, ultimately enhancing your data science toolkit and preparing you for the future of AI-driven data analysis. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.

What you will learn

• Define and differentiate types of generative AI models
• Use Microsoft Copilot to generate code, analyze data, and build generative models
• Identify practical use cases for generative AI in data science, such as data augmentation and anomaly detection
• Assess the strengths and weaknesses of different generative models and understand their ethical implications