• 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


  • S

    Salesforce

    Lead Management in Salesforce

    Skills you'll gain: Sales Development, Salesforce, Lead Generation, Sales Support, Sales Pipelines, Sales Enablement, Sales Management, Campaign Management, Sales Process, Sales Prospecting, Sales Operations, Prospecting and Qualification, Customer Relationship Management (CRM) Software, Promotions and Campaigns, Data Entry, Data Import/Export

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

  • U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Essentials

    Skills you'll gain: Python Programming, Programming Principles, Computational Logic, Jupyter, Computer Programming Tools

    ★ 4.9 (11) · Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Troubleshooting Common SQL Errors with BigQuery

    Skills you'll gain: SQL, Data Validation, Data Access, Query Languages, Data Analysis, Google Analytics

    ★ 4.8 (6) · Beginner · Project · Less Than 2 Hours

  • U

    University of Glasgow

    Deep Learning in Electronic Health Records

    Skills you'll gain: Deep Learning, Data Preprocessing, Autoencoders, Machine Learning Methods, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Medical Records, Model Optimization, Health Informatics, Electocardiography, Electronic Medical Record, Predictive Modeling, Embeddings, Applied Machine Learning, Data Cleansing, Time Series Analysis and Forecasting, Dimensionality Reduction, Model Evaluation

    ★ 4 (8) · Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    GenAI for Execs & Business Leaders: Integration Strategy

    Skills you'll gain: Responsible AI, AI Product Strategy, Competitive Intelligence, AI Enablement, Hybrid Cloud Computing, Business Leadership, Data Management, Strategic Leadership, Generative AI, Law, Regulation, and Compliance, Data Strategy, Cloud Infrastructure, Return On Investment, AI Integrations, Artificial Intelligence, Model Evaluation, Talent Management

    ★ 4.8 (132) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Introduction to Artificial Intelligence

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Applied Machine Learning, Statistical Machine Learning, Deep Learning, Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, AI Enablement, Machine Learning Algorithms, AI literacy, Artificial Neural Networks, Convolutional Neural Networks, AI Product Strategy, Regression Analysis, Law, Regulation, and Compliance

    ★ 4.5 (67) · Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Responsible and Ethical AI

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Dependency Analysis, Law, Regulation, and Compliance, Machine Learning, Ethical Standards And Conduct, Data-Driven Decision-Making, Data Integrity, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Risk Management Framework, Model Evaluation, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Máximo rendimiento y tecnología en el deporte

    Skills you'll gain: Data Literacy, Statistical Visualization, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Image Analysis, Advanced Analytics, Analytical Skills, Analysis, LLM Application, Data-Driven Decision-Making, Descriptive Statistics, Digital Analysis, Data Sharing, People Analytics, Statistical Inference, Unsupervised Learning

    Beginner · Specialization · 3 - 6 Months

  • J

    Johns Hopkins University

    Documentation and Usability for Cancer Informatics

    Skills you'll gain: Usability, User Experience Design, User Centered Design, Software Documentation, Usability Testing, Technical Documentation, Bioinformatics, End User Training and Support, Technical Writing, Technical Communication, Product Development, Writing

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Building Recommender Systems with Machine Learning and AI

    Skills you'll gain: AI Personalization, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Artificial Neural Networks, Applied Machine Learning, Python Programming, Fraud detection, Machine Learning Algorithms, Model Optimization, Model Evaluation

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Applied NLP and Generative AI

    Skills you'll gain: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Fine-tuning, Model Evaluation, Hugging Face, Generative AI, Dimensionality Reduction, Model Optimization, Natural Language Processing, OpenAI API, Data Preprocessing, Embeddings, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms

    Intermediate · Specialization · 3 - 6 Months

  • N

    New York Institute of Finance

    Operational Risk Management: Frameworks & Strategies

    Skills you'll gain: Operational Risk, Risk Management Framework, Risk Management, Risk Modeling, Governance Risk Management and Compliance, Risk Appetite, Risk Control, Governance, Compliance Management, Risk Analysis, Regulatory Requirements

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

1…380381382…834

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

  • Lead Management in Salesforce: Salesforce
  • BiteSize Python for Absolute Beginners: Essentials: University of Colorado Boulder
  • Troubleshooting Common SQL Errors with BigQuery: Google Cloud
  • Deep Learning in Electronic Health Records: University of Glasgow
  • GenAI for Execs & Business Leaders: Integration Strategy: IBM
  • Introduction to Artificial Intelligence: University of Illinois Urbana-Champaign
  • Responsible and Ethical AI: Northeastern University
  • Máximo rendimiento y tecnología en el deporte: Real Madrid Graduate School Universidad Europea
  • Documentation and Usability for Cancer Informatics: Johns Hopkins University
  • Building Recommender Systems with Machine Learning and AI: Packt

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