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
Skills you'll gain: Data Cleansing, Sampling (Statistics), Data Integrity, Data Analysis, Data Transformation, Data Validation, Analytics, Sample Size Determination, SQL, Spreadsheet Software
Skills you'll gain: Prompt Engineering, Microsoft Copilot, Data Cleansing, Microsoft Excel, Data Manipulation, Data Quality, Data Analysis, Analysis, Data Transformation, Data Preprocessing, Data Processing, Data Integrity
Microsoft
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Quality, Data Cleansing, Spreadsheet Software, Business Logic, Data Transformation, Business Analysis, Business Reporting, Business Metrics, Data Manipulation, Data Preprocessing, Timelines, Computational Logic
Skills you'll gain: Data Analysis, Data Cleansing, Microsoft Excel, Data Manipulation, Data Quality, Excel Formulas
Skills you'll gain: Data Preprocessing, Pandas (Python Package), Data Wrangling, Feature Engineering, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis, Data Integration, Data Quality, Dimensionality Reduction
Skills you'll gain: Data Quality, Responsible AI, Data Cleansing, Generative AI, Data Preprocessing, Data Validation, Automation, Tensorflow, OpenAI, Artificial Intelligence, Alteryx
What brings you to Coursera today?
Johns Hopkins University
Skills you'll gain: Data Manipulation, Data Cleansing, Data Processing, Data Integration, Data Import/Export, Data Collection, Data Management, R Programming, MySQL, File Management, Application Programming Interface (API)
Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Strategic Decision-Making, Microsoft Office
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Data Preprocessing, Record Keeping
University of California, Davis
Skills you'll gain: Data Governance, Data Quality, Data Maintenance, Data Validation, Data Management, Health Information Management, Continuous Monitoring, Change Control
Skills you'll gain: Data Governance, Data Management, Data Ethics, Data Quality, Data Strategy, Information Management, Data Literacy, Governance, Data Security, Data Maintenance, Information Privacy, Security Controls, Data Integrity, Security Management
Sage Publications
Skills you'll gain: Data Sharing, Data Quality, Data Management, Data Cleansing, Data Collection, Data Governance, Data Storage, Metadata Management, Data Ethics, Data Integrity, Data Validation, Data Analysis, Data Presentation
Best Data Cleaning courses from Coursera
Top-rated Data Cleaning courses offered by Coursera on Coursera.
- Data Cleaning in Excel: Techniques to Clean Messy DataCourseraIntermediateLess Than 2 HoursCoursera
- Data Cleaning, Transformation, and ManipulationCourseraIntermediate1 - 3 MonthsCoursera
- Smart Data Cleaning with Generative AICourseraIntermediate1 - 3 MonthsCoursera
Best Data Cleaning courses for beginners
Top-rated beginner-friendly Data Cleaning courses with no prerequisites.
- Process Data from Dirty to CleanGoogleBeginner1 - 3 MonthsNo prerequisites
- Data Cleaning & Processing with Copilot in ExcelMicrosoftBeginner1 - 3 MonthsNo prerequisites
- Data Preparation Using FunctionsMicrosoftBeginner1 - 4 WeeksNo prerequisites
