This comprehensive Generative AI in Data Analytics course equips you with the skills to optimize data workflows, automate analysis, and generate actionable insights using AI. Begin by mastering the four types of analytics, descriptive, diagnostic, predictive, and prescriptive, and explore how GenAI enhances each stage. Learn to automate ETL processes, generate synthetic data with tools like ChatGPT-4 and MOSTLY AI, and perform EDA using Julius AI and Tableau Pulse. Progress to building predictive models, forecasting trends, and conducting risk analysis through real-world simulations. Understand performance metrics, address integration challenges, and apply GenAI in practical business scenarios.
Data Analytics Course with Generative AI
Gain insight into a topic and learn the fundamentals.
Beginner level
Recommended experience
6 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Automate ETL workflows and generate synthetic data using GenAI tools
Perform exploratory data analysis and visualize insights with AI platforms
Build predictive models and conduct risk analysis through simulations
Apply GenAI across real-world analytics projects for strategic impact
Skills you'll gain
- Data Analysis
- Data Transformation
- Interactive Data Visualization
- Data Visualization
- Analytics
- Data-Driven Decision-Making
- Extract, Transform, Load
- Business Analytics
- Predictive Modeling
- Descriptive Analytics
- Generative AI
- Prompt Engineering
- Data Storytelling
- Exploratory Data Analysis
- Real Time Data
- Predictive Analytics
- ChatGPT
- Forecasting
- Advanced Analytics
- Data Integration
Details to know
Shareable certificate
Add to your LinkedIn profile
Recently updated!
June 2025
Assessments
9 assignments
Taught in English
See how employees at top companies are mastering in-demand skills
There are 2 modules in this course
Explore how Generative AI is transforming the data analytics process from integration to visualization. Learn the types of analytics such as descriptive, diagnostic, predictive, and prescriptive, and GenAI's role in each stage. Automate ETL processes, enhance data quality, and generate synthetic datasets using tools like ChatGPT-4 and MOSTLY AI. Perform EDA and create insights with tools like Julius AI and Tableau Pulse.
What's included
21 videos1 reading5 assignments
Advance your data analytics skills with GenAI-powered visualization, modeling, and forecasting techniques. Learn to optimize ETL, build predictive models, and assess risk using tools like Julius AI. Explore GenAI’s role in data modeling and scenario simulation. Understand integration challenges, performance metrics, and real-world applications through case studies and practical demos.
What's included
15 videos4 assignments
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Instructor
Offered by
Explore more from Machine Learning
Status: Free Trial
Status: Free Trial
Status: Free Trial
Coursera Instructor Network
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."
Open new doors with Coursera Plus
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy
Frequently asked questions
Yes, Generative AI can assist with data analysis by automating ETL processes, generating synthetic data, performing exploratory analysis, and creating visual insights.
The best certification combines hands-on projects, real-world tools like ChatGPT and LangChain, and covers prompt engineering, data analysis, and AI applications—offered by platforms like Simplilearn, Coursera, or edX.
ChatGPT can help with data analysis tasks such as summarizing datasets, generating SQL queries, cleaning data, and offering insights, especially when integrated with tools like Python, Excel, or Julius AI.
More questions
Financial aid available,