Coursera Instructor Network
Smart Data Cleaning with Generative AI

Cultivate your career with expert-led programs, job-ready certificates, and 10,000 ways to grow. All for $25/month, billed annually. Save now

Coursera Instructor Network

Smart Data Cleaning with Generative AI

Dr. Beju Rao

Instructor: Dr. Beju Rao

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
6 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

March 2025

Assessments

5 assignments

Taught in English
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 5 modules in this course

In this introductory video, you’ll get an overview of how Generative AI automates data cleaning, the key tools and skills you'll learn, and the prerequisites to help you get the most out of this course. You’ll also learn how AI enhances data preparation, improves efficiency, and integrates into existing workflows. By the end, you'll be ready to apply AI for faster, more effective data handling.

What's included

1 video1 reading

In this lesson, you’ll explore common data-cleaning challenges and see how Generative AI can automate tasks using techniques like natural language processing and code generation. You’ll learn how AI streamlines data preparation, making workflows faster and more efficient. And to make sure it all clicks, you’ll have practice quizzes along the way!

What's included

2 videos1 reading1 assignment

In this lesson, you’ll apply Generative AI tools to streamline data preparation, automating repetitive cleaning tasks with minimal effort. Through hands-on practice, you’ll explore popular AI tools, set up configurations, and optimize data ingestion and transformation. And to make sure it all clicks, you’ll have practice quizzes along the way!

What's included

2 videos1 reading1 assignment1 ungraded lab

In this lesson, you’ll apply Generative AI tools to streamline data preparation, automating repetitive In this lesson, you’ll learn how to measure the impact of Generative AI on data cleaning. You’ll explore key metrics, real-world examples, and potential limitations. To put your skills into action, you’ll complete a hands-on assignment. And to make sure it all clicks, you’ll have practice quizzes along the way!

What's included

2 videos1 reading1 assignment1 ungraded lab

In this lesson, you’ll explore how Generative AI automates data-cleaning tasks like standardizing formats, handling missing values, and detecting anomalies. Then, through a hands-on assignment, you’ll apply these techniques to streamline your workflows. And to make sure it all clicks, you’ll have practice quizzes along the way!

What's included

2 videos2 readings2 assignments1 ungraded lab

Instructor

Dr. Beju Rao
Coursera Instructor Network
1 Course64 learners

Offered by

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."

New to Machine Learning? Start here.

Placeholder

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