• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Data Cleaning

Data Cleaning Courses

Data cleaning courses can help you learn techniques for identifying and correcting errors in datasets, handling missing values, and standardizing data formats. You can build skills in data validation, outlier detection, and transforming raw data into a usable format. Many courses introduce tools like Python libraries such as Pandas and NumPy, as well as software like OpenRefine, that support executing data cleaning tasks efficiently and ensuring data quality for analysis.

Popular Data Cleaning Courses and Certifications


  • G

    Google

    Crash Course on Python

    Skills you'll gain: Program Development, Programming Principles, Scripting, Python Programming, Computer Programming, Computational Thinking, Data Structures, Integrated Development Environments, Debugging, Computer Programming Tools, Development Environment

    4.8 stars, 41K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (41K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Business Intelligence (BI) Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Prompt Engineering Tools, Interactive Data Visualization, Business Intelligence, ChatGPT, AI literacy, Multimodal Prompts, Business Intelligence Software, Data Presentation, Infographics, Dashboard Creation, AI powered creativity, LLM Application, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Data Visualization

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Fundamentals of AI Agents Using RAG and LangChain

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI Agents, Large Language Modeling, Generative AI, Tool Calling, Hugging Face, Context Engineering, Embeddings

    4.6 stars, 241 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (241) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    CertNexus Certified Ethical Emerging Technologist

    Skills you'll gain: Crisis Management, Data Ethics, Governance, Business Ethics, Strategic Leadership, Corporate Communications, Responsible AI, Law, Regulation, and Compliance, Communication Planning, Accountability Frameworks, Media Relations, Strategic Thinking, Communication Strategies, Risking, Risk Control, Risk Management, Test Tools, Communication, Leadership, Learning Strategies

    4.7 stars, 648 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (648) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Using Databases with Python

    Skills you'll gain: Database Design, Data Store, Database Software, Relational Databases, SQL, Databases, Data Visualization Software, Database Management, Web Scraping, Data Modeling, Object Oriented Programming (OOP), Data Processing, Python Programming, Application Programming Interface (API)

    4.8 stars, 22K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (22K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Apply Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Image Analysis, Responsible AI, Data Ethics, Model Training, Image Quality, Information Privacy, Data Synthesis

    4.8 stars, 548 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (548) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    AWS Cloud Solutions Architect

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Identity and Access Management, Data Lakes, Amazon DynamoDB, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Amazon Elastic Compute Cloud, Event-Driven Programming, Solution Architecture, Amazon Web Services, IT Security Architecture, Data Architecture, Cloud Computing Architecture, Interactive Data Visualization, Data Engineering, Software Architecture

    4.8 stars, 7.1K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.8 (7.1K) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Job ready
    Job ready
    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    AI Applications in People Management

    Skills you'll gain: People Analytics, HR Tech, Human Resource Management, Human Resources Management and Planning, Responsible AI, Human Resources, AI Enablement, Data Ethics, Data-Driven Decision-Making, Artificial Intelligence, Employee Engagement, Machine Learning, Employee Retention, Applied Machine Learning, Machine Learning Methods, Blockchain, Predictive Modeling, Decision Making

    4.7 stars, 334 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (334) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Human Factors in AI

    Skills you'll gain: Responsible AI, Data Ethics, Experience Design, User Experience Design, Human Centered Design, Human Factors, Decision Intelligence, Information Privacy, Design Thinking, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Automation

    4.7 stars, 252 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (252) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Introduction to Microsoft 365 Copilot

    Skills you'll gain: Microsoft Copilot, Prompt Engineering, Microsoft 365, Productivity Software, Microsoft Office, Workflow Management, AI powered creativity, Collaborative Software, Data Management, AI Enablement, Strategic Communication, Microsoft Word, Microsoft Excel, Microsoft PowerPoint, Presentations, Generative AI, Data Security

    4.6 stars, 867 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (867) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Linear Algebra from Elementary to Advanced

    Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics, Advanced Mathematics, Artificial Intelligence and Machine Learning (AI/ML), Engineering Analysis, Mathematical Theory & Analysis, Geometry, Applied Machine Learning, Markov Model

    4.7 stars, 241 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (241) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Mastering Advanced Pivot Tables in Excel

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Dashboard Creation, Dashboard, Spreadsheet Software, Business Reporting, Interactive Data Visualization, Data Visualization, Excel Formulas, Data Import/Export, Data Cleansing, Data Analysis Software, Timelines

    4.8 stars, 17 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.8 (17) · Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
1…207208209…834

In summary, here are 10 of our most popular data cleaning courses

  • Crash Course on Python: Google
  • Generative AI for Business Intelligence (BI) Analysts: IBM
  • Fundamentals of AI Agents Using RAG and LangChain: IBM
  • CertNexus Certified Ethical Emerging Technologist: CertNexus
  • Using Databases with Python: University of Michigan
  • Apply Generative Adversarial Networks (GANs): DeepLearning.AI
  • AWS Cloud Solutions Architect: Amazon Web Services
  • AI Applications in People Management: University of Pennsylvania
  • Human Factors in AI: Duke University
  • Introduction to Microsoft 365 Copilot: Microsoft

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok