• 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


  • E

    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Einführung in Data Engineering in Google Cloud

    Skills you'll gain: Data Sharing, Data Pipelines, Data Migration, Google Cloud Platform, Data Infrastructure, Data Warehousing, Cloud Storage, Data Integration, Data Lakes, Data Processing, Data Import/Export, Extract, Transform, Load, Data Storage, Big Data, Command-Line Interface, Data Transformation, IT Automation, Apache Spark, Metadata Management, Automation

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Use AI Builder and Power Apps to Process Invoice Data

    Skills you'll gain: Microsoft Power Platform, Business Process Automation, Microsoft Power Automate/Flow, Microsoft 365, Invoicing, No-Code Development, Billing & Invoicing, AI Enablement, Document Management, Data Sharing, Data Store

    ★ 4.5 (36) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Process Map Data using C++ Adjacency List Shortest Path

    Skills you'll gain: Graph Theory, C++ (Programming Language), C and C++, Network Routing, Data Structures, Object Oriented Programming (OOP), File I/O, Algorithms

    Intermediate · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版

    Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Lakes, Dataflow, Real Time Data, Apache Kafka, MLOps (Machine Learning Operations), Apache Spark, Tensorflow, Data Migration, Cloud Engineering, Model Deployment, Data Governance, Data Infrastructure, Data Processing, Data Management, Metadata Management, Data Warehousing, Advanced Analytics, Big Data

    ★ 4.4 (90) · Intermediate · Professional Certificate · 3 - 6 Months

  • P

    Packt

    Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs

    Skills you'll gain: Cloud Engineering, Data Transformation

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Mejores prácticas para el procesamiento de datos en Big Data

    Skills you'll gain: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)

    ★ 4.8 (43) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Master Advanced XPath for XML Data Navigation

    Skills you'll gain: Extensible Languages and XML

    Beginner · Course · 1 - 4 Weeks

  • A

    Alfaisal University | KLD

    إدارة البيانات في مايكرسوفت إكسل | Managing Data in MS Excel

    Skills you'll gain: Data Entry, Data Validation, Microsoft Excel, Data Cleansing, Data Management, Data Quality, Data Integrity

    ★ 4.6 (24) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Real-Time Big Data Access using HBase: Boosting Performance

    Skills you'll gain: NoSQL, Real Time Data, Query Languages, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Access, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Serverless Data Processing with Dataflow: Operations - 日本語版

    Skills you'll gain: Dataflow, Data Pipelines, Data Processing, Debugging, Performance Tuning, Serverless Computing, CI/CD, Unit Testing, Google Cloud Platform

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Kafka for Developers - Data Contracts Using Schema Registry

    Skills you'll gain: Apache Kafka, Real Time Data, Data Pipelines, Java, Java Programming, Docker (Software), Development Environment

    Intermediate · Course · 3 - 6 Months

1…157158159…834

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

  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Einführung in Data Engineering in Google Cloud: Google Cloud
  • Use AI Builder and Power Apps to Process Invoice Data: Coursera
  • Process Map Data using C++ Adjacency List Shortest Path: Coursera
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate 日本語版: Google Cloud
  • Ultimate AWS Data Engineering Bootcamp - 15 Real-World Labs: Packt
  • Mejores prácticas para el procesamiento de datos en Big Data: Coursera
  • Master Advanced XPath for XML Data Navigation: EDUCBA
  • إدارة البيانات في مايكرسوفت إكسل | Managing Data in MS Excel: Alfaisal University | KLD
  • Real-Time Big Data Access using HBase: Boosting Performance: LearnQuest

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