What you'll learn

Generative AI is reshaping modern data work, yet many professionals struggle to apply it consistently across their analytical and project workflows. In this course, Integrating Generative AI into Data Science Workflows, you’ll learn to incorporate GenAI thoughtfully and systematically in your day-to-day data processes. First, you’ll explore how AI can support each stage of the data science lifecycle—from clarifying business problems to enhancing exploration, preparing data, assisting with analysis, and improving communication of results. Next, you’ll discover how GenAI can strengthen project execution by helping you structure deliverables, outline milestones, and draft realistic timelines. Finally, you’ll learn how to coordinate multiple GenAI tools and understand how their outputs can be incorporated into notebooks or APIs with reproducibility and quality assurance in mind. When you’re finished with this course, you’ll have the skills and knowledge of integrating GenAI into data science workflows, needed to apply it effectively, consistently, and responsibly across modern data workflows.