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.

Skills you'll gain: Delegation Skills, Team Performance Management, Performance Appraisal, Goal Setting, Performance Review, Performance Management, Accountability, Accountability Frameworks, Employee Performance Management, Performance Analysis, Expectation Management, Business Priorities, Performance Measurement, Constructive Feedback, Key Performance Indicators (KPIs), Resource Allocation, Collaborative Software, Power BI, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Root Cause Analysis, Process Analysis, Probability Distribution, Statistical Process Controls, Lean Methodologies, Probability & Statistics, Process Improvement, Process Improvement and Optimization, Process Mapping, Systems Of Measurement, Data Analysis, Statistical Methods, Probability, Statistics, Risk Analysis
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: 3D Modeling, SketchUp (3D Modeling Software), Software Installation, Visualization (Computer Graphics), Design Software, Graphical Tools
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Power BI, Dashboard, Power Platform Architecture & Technical Design, No-Code Development, Data Visualization, Business Intelligence, Process Design, Product Automation, Microsoft Development Tools, Business Intelligence Software, Business Process Automation, Productivity Software, Application Development, Process Modeling, Data Integration, Performance Analysis, Application Design, Automation
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Verification And Validation, Spatial Data Analysis, Virtual Environment, Geospatial Information and Technology, Development Environment, Geographic Information Systems, Software Installation, Debugging, Package and Software Management, Software Versioning, Dependency Analysis, Pandas (Python Package), Environment, Scripting, Python Programming, Environmental Regulations, Cross-Channel Marketing
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Rust (Programming Language), YAML, User Interface (UI), Test Driven Development (TDD), UI Components, Command-Line Interface, Dashboard Creation, Test Case, Unit Testing, Event-Driven Programming, Testability, Continuous Integration, System Monitoring, Plot (Graphics), System Programming, Software Architecture, Interactive Data Visualization
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Data-Driven Marketing, Strategic Communication, Journey Mapping, Marketing Communications, Marketing Strategies, Digital Media Strategy, Marketing Analytics, Digital Marketing, Marketing Automation, Marketing Channel, Cross-Channel Marketing, AI Personalization, Media and Communications, Data-Driven Decision-Making, Personalized Campaigns, MarTech, Online Advertising, Integrated Marketing Communications, Communication Strategies, Social Media
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft 365, Microsoft Teams, Microsoft Outlook, Microsoft Office, Pivot Tables And Charts, Calendar Management, Excel Macros, Microsoft Copilot, Microsoft Excel, Collaborative Software, Excel Formulas, Data Validation, Productivity Software, Email Automation, Spreadsheet Software, Project Management Software, Organizational Skills, Collaboration, Presentations, Visual Basic (Programming Language)
Beginner · Specialization · 3 - 6 Months

Universidades Anáhuac
Skills you'll gain: Predictive Modeling, Model Evaluation, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Predictive Analytics, Databases, Model Training, Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Data Quality, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Convolutional Neural Networks
Intermediate · Specialization · 1 - 3 Months

LearnQuest
Skills you'll gain: Dashboard Creation, Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Interactive Data Visualization, Advanced Analytics, Product Improvement, Business Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, AI Enablement, Data Cleansing, Business Metrics, Predictive Analytics, Data Architecture
Beginner · Specialization · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Research Methodologies, Research Design, Scientific Methods, Personal Attributes, Research, Qualitative Research, Critical Thinking, Persistence, Program Evaluation, Tenacity, Psychological Evaluations, Surveys, Strong Work Ethic, Data Collection, Self-Discipline, Reliability, Interviewing Skills
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Peripheral Devices, Virtualization, Computer Hardware, System Configuration, Virtualization and Virtual Machines, Operating System Administration, Computer Systems, Virtual Machines, Operating Systems, Hardware Troubleshooting, Linux, Software Installation, Technical Support, Mac OS, Computer Architecture, File Systems, Network Infrastructure, Data Storage, User Accounts, Disaster Recovery
Beginner · Course · 1 - 3 Months