• 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


  • B

    British Standards Institution

    Approaches to Establish Trust in AI Systems

    Skills you'll gain: AI Security, Responsible AI, Data Ethics, Risk Management, Risk Management Framework, Trustworthiness, AI literacy, Model Evaluation, Governance, Ethical Standards And Conduct, Artificial Intelligence, Vulnerability Assessments, Software Quality Assurance, Continuous Monitoring, Regulatory Compliance, Policy Development

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Plots Creation using Matplotlib Python

    Skills you'll gain: Matplotlib, Box Plots, Plot (Graphics), Seaborn, Data Visualization, Statistical Visualization, Data Visualization Software, Pandas (Python Package), Scatter Plots, Data Presentation, Data Import/Export, Histogram, Python Programming, Data Manipulation, Data Analysis, Data Structures

    3.9
    Rating, 3.9 out of 5 stars
    ·
    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Economics

    Skills you'll gain: Financial Systems, Economics, Supply And Demand, Capital Markets, Financial Market, Consumer Behaviour, Market Dynamics, Financial Policy, General Finance, Economic Development, Business Economics, Market Data, Socioeconomics, Labor Law, Fiscal Management, Social Sciences, Market Analysis, Resource Allocation, Public Policies, Decision Making

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Corporate Restructuring and Financial Modelling

    Skills you'll gain: Financial Modeling, Business Valuation, Bankruptcies, Financial Statement Analysis, Banking, Corporate Strategy, Investment Banking, Financial Analysis, Corporate Finance, Financial Data, Mergers & Acquisitions, Cash Flows, Case Studies, Financial Statements, Credit Risk, Balance Sheet, Generally Accepted Accounting Principles (GAAP)

    Mixed · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Understanding and Applying Text Embeddings

    Skills you'll gain: Embeddings, Large Language Modeling, LLM Application, Anomaly Detection, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, Google Cloud Platform, Text Mining, Natural Language Processing, Vector Databases, Unsupervised Learning, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    67 reviews

    Beginner · Project · Less Than 2 Hours

  • B

    Board Infinity

    Build no-code AI Solutions with Notion AI: Idea to Prototype

    Skills you'll gain: Prompt Engineering, Prompt Patterns, No-Code Development, Model Deployment, Process Modeling, Prompt Engineering Tools, AI Workflows, AI Integrations, Solution Design, Financial Forecasting, Artificial Intelligence, Predictive Modeling, Prototyping, Forecasting, Test Case, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Performance Testing

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Capstone: Integrated Management Consulting Project

    Skills you'll gain: Consulting, Business Consulting, Management Consulting, Project Scoping, Executive Presence, Dashboard, Problem Solving, Verbal Strategic Communication, Research Reports, Strategic Thinking, Complex Problem Solving, Business Communication, Business Analysis, Business Solutions, Business Research, Report Writing, Solution Delivery, Strategic Leadership, Stakeholder Management, Financial Modeling

    Advanced · Course · 1 - 3 Months

  • F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning, Machine Learning Methods, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Model Training, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Model Optimization, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Create Your First Python Program From UST

    Skills you'll gain: Python Programming, Command-Line Interface, Programming Principles, Computer Programming, Scripting, Computer Programming Tools, Program Development, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    3.1K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Developing APIs with Google Cloud's Apigee API Platform

    Skills you'll gain: API Design, API Gateway, OAuth, Application Programming Interface (API), Cloud API, Restful API, Google Cloud Platform, Authentications, Continuous Deployment, CI/CD, Application Lifecycle Management, Authorization (Computing), Web Services, Application Deployment, Software Documentation, Security Controls, Middleware, Software Versioning, Application Security, Data Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Développer des applications avec Cloud Run Functions sur GC

    Skills you'll gain: Google Cloud Platform, Serverless Computing, Cloud API, Cloud Applications, Cloud Development, Cloud Deployment, Cloud-Native Computing, Cloud-Based Integration, Cloud Security, Authorization (Computing), Application Security, Event-Driven Programming, Operational Databases, Authentications, Encryption, Scalability

    Intermediate · Course · 1 - 3 Months

  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

    Skills you'll gain: Computer Science, Computer Systems, Computer Architecture, Computer Programming, Programming Principles, Memory Management, System Software, System Programming, Virtual Machines, Operating Systems, Hardware Architecture, Software Architecture, Algorithms, Software Design, Program Development, Object Oriented Programming (OOP), Data Structures, Computer Graphics, Peripheral Devices

    4.9
    Rating, 4.9 out of 5 stars
    ·
    534 reviews

    Mixed · Course · 1 - 3 Months

1…328329330…834

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

  • Approaches to Establish Trust in AI Systems: British Standards Institution
  • Plots Creation using Matplotlib Python: Coursera
  • Introduction to Economics: Birla Institute of Technology & Science, Pilani
  • Corporate Restructuring and Financial Modelling: EDUCBA
  • Understanding and Applying Text Embeddings: DeepLearning.AI
  • Build no-code AI Solutions with Notion AI: Idea to Prototype: Board Infinity
  • Capstone: Integrated Management Consulting Project: IBM
  • Foundations of Machine Learning : Fractal Analytics
  • Create Your First Python Program From UST: Coursera
  • Developing APIs with Google Cloud's Apigee API Platform: Google Cloud

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