Generative AI for Data Scientists
Unlock your AI-powered efficiency and innovation. Accelerate data insights! Copilot supercharges your data science workflow, automating tasks and generating code, so you can focus on the big picture.
Instructor: Microsoft
Beginner Level • 4 weeks to complete at 10 hours a week • Flexible Schedule
What You'll Learn
- Gain hands-on experience using Copilot to generate code, analyze data, build simple generative models, and mitigate bias in AI-driven processes
- Define generative AI, its key concepts (GANs, VAEs, Transformers), and how Microsoft Copilot leverages these models to enhance data science workflows
- Identify GenAI use cases in data science (data augmentation, feature engineering, anomaly detection, and generative modeling) using Copilot examples
- Assess the strengths, weaknesses, and ethical implications of different generative model architectures in data science scenarios, using Copilot
Skills You'll Gain
Shareable Certificate
Earn a shareable certificate to add to your LinkedIn profile
Outcomes
- Learn in-demand skills from university and industry experts
- Master a subject or tool with hands-on projects
- Develop a deep understanding of key concepts
- Earn a career certificate from Microsoft
3 courses series
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.
This course prepares you to use Microsoft Copilot for data preparation and evaluation tasks. You'll learn how to leverage Copilot's generative AI and natural language processing capabilities to streamline your workflow, ensure data quality, and generate valuable insights, ultimately making you a more efficient and effective data professional.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.
This course will help you to transform complex data into actionable insights and compelling stories using Microsoft Copilot. You'll learn cutting-edge generative AI techniques for data analysis, visualization, and communication, enabling you to uncover hidden patterns, create impactful visuals, and effectively convey your findings to diverse audiences.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.
Learner Testimonials
To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood.
I directly applied the concepts and skills I learned from my courses to an exciting new project at work.
When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go.
Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits.