• 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


  • A

    AI CERTs

    AI Powered UI/UX Design

    Skills you'll gain: AI Personalization, AI Product Strategy, Experience Design, Persona (User Experience), User Experience Design, User Interface and User Experience (UI/UX) Design, User Experience, User Centered Design, UI/UX Research, User Interface (UI), Artificial Intelligence, Design Research, Emerging Technologies, Wireframing, User Story, Design Reviews, Prototyping, Responsible AI, Prompt Patterns, Professional Development

    ★ 3.8 (28) · Advanced · Specialization · 3 - 6 Months

  • C

    Coursera

    Model Evaluation and Benchmarking

    Skills you'll gain: Generative AI, Model Evaluation, Dashboard Creation, Dashboard, Image Quality, Embeddings, Image Analysis, Large Language Modeling, Data Visualization, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • S

    Skillshare

    A Masterclass in Animation

    Skills you'll gain: Unreal Engine, Adobe After Effects, Motion Graphics, Animations, Animation and Game Design, Multimedia, 3D Modeling, 3D Assets, Logo Design, Cinematography, Video Editing, Post-Production, Computer Graphics, Computer Graphic Techniques, Visualization (Computer Graphics), Photo/Video Production and Technology, Autodesk, Visual Storytelling, Graphical Tools, Creative Design

    ★ 4.4 (33) · Beginner · Specialization · 3 - 6 Months

  • T

    The University of Sydney

    Blockchain Scalability and its Foundations in Distributed Systems

    Skills you'll gain: Blockchain, Distributed Computing, Network Security, Scalability, Cryptography, Data Integrity, Transaction Processing, Algorithms

    ★ 4.5 (120) · Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Introduction to Faecal Sludge Management

    Skills you'll gain: Sanitation, Environmental Engineering, Water Resource Management, Sustainable Engineering, Process Engineering, Sustainable Technologies, Sustainable Systems, Environment and Resource Management, Public Health, Data Collection, Capital Expenditure, Research, Case Studies

    ★ 4.8 (677) · Intermediate · Course · 1 - 3 Months

  • M

    Macquarie University

    Management and financial accounting: Know your numbers 1

    Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Data, Financial Forecasting, Accounting, Financial Analysis, Forecasting, Financial Management, Financial Acumen, General Accounting, Financial Statement Analysis, Financial Accounting, Financial Statements, Business Acumen, Business Modeling, Business Metrics, Corporate Strategy, Standard Accounting Practices

    ★ 4.7 (322) · Beginner · Course · 1 - 3 Months

  • B

    Banco Interamericano de Desarrollo

    Transformación digital de Gobiernos

    Skills you'll gain: Digital Transformation, Cybersecurity, Data Management, Big Data, Talent Management, Human Capital, Infrastructure Security, Interoperability, Analytics, Economics, Policy, and Social Studies, Data Security, Administration, Project Design, Public Policies, Data Governance, digital literacy, Policy Development, Public Administration, Process Improvement, Project Management

    ★ 4.8 (145) · Beginner · Specialization · 1 - 3 Months

  • N

    National Taiwan University

    Operations Research (3): Theory

    Skills you'll gain: Operations Research, Network Model, Statistical Machine Learning, Case Studies, Applied Mathematics, Mathematical Modeling, Machine Learning, Model Optimization, Mathematical Theory & Analysis, Transportation Operations, Business Analytics, Advanced Mathematics, Linear Algebra, Resource Allocation, Classification Algorithms, Algorithms

    ★ 4.9 (97) · Advanced · Course · 1 - 3 Months

  • U

    University of Michigan

    Sampling People, Networks and Records

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Survey Creation, Quantitative Research, Statistical Methods, Statistical Analysis, Statistical Software, Probability & Statistics, Probability, Statistical Inference, Network Analysis, Research Design

    ★ 4.3 (110) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    IT Fundamentals and Hardware Essentials

    Skills you'll gain: Hardware Troubleshooting, Computer Hardware, Hardware Architecture, Microarchitecture, Computer Architecture, IT Infrastructure, Data Storage Technologies, System Configuration, Data Storage, Memory Management

    ★ 4.5 (71) · Beginner · Course · 1 - 3 Months

  • L

    LearnKartS

    CompTIA Security+ Certification Preparation

    Skills you'll gain: Computer Security Incident Management, Vulnerability Management, Cyber Security Strategy, Cyber Governance, Incident Response, Cyber Operations, Cyber Threat Intelligence, Encryption, Cyber Attacks, Governance Risk Management and Compliance, Incident Management, Cryptographic Protocols, Threat Detection, Security Strategy, Mobile Security, Network Model, Vulnerability, Security Awareness, Vulnerability Assessments, Vulnerability Scanning

    ★ 4.7 (52) · Beginner · Specialization · 1 - 3 Months

1…532533534…834

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

  • AI Powered UI/UX Design: AI CERTs
  • Model Evaluation and Benchmarking: Coursera
  • Mastering Neural Networks and Model Regularization: Johns Hopkins University
  • A Masterclass in Animation: Skillshare
  • Blockchain Scalability and its Foundations in Distributed Systems: The University of Sydney
  • Introduction to Faecal Sludge Management: École Polytechnique Fédérale de Lausanne
  • Management and financial accounting: Know your numbers 1: Macquarie University
  • Transformación digital de Gobiernos: Banco Interamericano de Desarrollo
  • Operations Research (3): Theory: National Taiwan University
  • Sampling People, Networks and Records: University of Michigan

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
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok