Generative AI is reshaping data analytics, enabling organizations to move beyond traditional reporting toward faster, more accurate, and actionable business insights. This hands-on course explores how ChatGPT, Google Gemini, Python, and Google Colab can be integrated into the CRISP-DM framework to improve every stage of the analytics lifecycle—from business understanding and data preparation to predictive modeling, visualization, and stakeholder communication. Designed for data analysts, business analysts, BI developers, data scientists, and decision-makers, the course demonstrates how large language models (LLMs) accelerate analytics workflows while supporting responsible AI adoption and measurable business outcomes.

GenAI for Data & Analytics
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
9 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Differentiate the building blocks of AI, GenAI, and Data Analytics, and describe how LLMs support the CRISP-DM and Value Chain frameworks.
Apply prompt engineering techniques to frame business problems for data analytics by tools likeChatGPT, Gemini in Colab, for solution.
Create and communicate actionable insights through reports, narratives, and visualizations that drive business decisions.
Evaluate data, models, and GenAI outputs for accuracy and clarity across CRISP-DM and the Analytics Value Chain.
Details to know

Shareable certificate
Add to your LinkedIn profile
Recently updated!
July 2026
Assessments
4 assignments
Taught in English
See how employees at top companies are mastering in-demand skills

There are 4 modules in this course
Instructors

Offered by
Explore more from Data Analysis
Status: Free TrialCoursera
Status: PreviewMaven Analytics
Status: PreviewSimplilearn
Status: Free Trial
Why people choose Coursera for their career

Felipe M.
Learner since 2018
"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."

Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Advance your career with an online degree
Earn a degree from world-class universities - 100% online




