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.

University of London
Skills you'll gain: Operations Management, Operations, Process Design, Operational Excellence, Business Operations, Consumer Behaviour, International Finance, Marketing Planning, Marketing Strategies, Marketing Strategy and Techniques, Competitive Analysis, Strategic Marketing, Business Ethics, Marketing, Social Sciences, International Relations, Culture, Data-Driven Marketing, Business, Sustainable Business
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: SketchUp (3D Modeling Software), Visual Storytelling, Animations, Model Optimization, AI powered creativity, Visualization (Computer Graphics), Design Software, 3D Modeling, Autodesk, Software Design Documents, Software Visualization, Layout Design, Data Import/Export, 3D Assets, Generative AI, Document Management, Color Matching, Design, Digital Design, Editing
Beginner · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Statistical Analysis, Data Analysis, Data Science, Statistical Programming, Statistical Methods, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Model Evaluation, Regression Analysis, Statistics, Machine Learning Methods, Machine Learning Algorithms, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning, Unsupervised Learning, Predictive Modeling, Logistic Regression
Build toward a degree
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Gmail, Google Workspace, Technical Support, Issue Tracking, Technical Communication, Technical Support and Services, Help Desk Support, Email Security, Event Monitoring, Data Access, Systems Administration, File Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Financial Statements, Portfolio Management, Income Statement, Financial Analysis, Financial Modeling, Wealth Management, Investment Management, Investments, Equities, Microsoft Excel, Financial Data, Research Reports, Business Valuation, Financial Forecasting, Financial Market, Cash Flows, Market Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Statistical Modeling, Regression Analysis, Data Visualization, Model Evaluation, Data Analysis, Statistical Methods, Scatter Plots, Statistical Software, R Programming, Statistical Analysis, Plot (Graphics), R (Software), Ggplot2, Statistical Programming
Beginner · Guided Project · Less Than 2 Hours

University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Data Visualization, Data Storytelling, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Project Closure, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Financial Auditing, Data Governance, Generative AI, Supply And Demand
Credit offered
Graduate Certificate · 6 - 12 Months

Dartmouth College
Skills you'll gain: Digital Transformation, Business Transformation, Business Modeling, Technology Strategies, Organizational Development, Organizational Change, AI Enablement, Organizational Strategy, Data Strategy, Organizational Structure, Organizational Effectiveness, Performance Metric, Performance Measurement, AI Product Strategy, Business Metrics, Business Leadership, Analytics, Infrastructure Architecture, Gap Analysis, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Generative AI Agents, Java, Java Programming, Agentic systems, Agentic Workflows, AI Workflows, Generative AI, LLM Application, Tool Calling, OpenAI API, Application Development, Prompt Engineering, Large Language Modeling, Memory Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Go (Programming Language), Debugging, Memory Management, Application Development, Program Development, Build Tools, Data Structures, Development Environment, Programming Principles, Microsoft Visual Studio, Integrated Development Environments, Software Development Tools, Software Installation, Code Reusability, Object Oriented Programming (OOP), Command-Line Interface, System Programming, Package and Software Management, Other Programming Languages
Beginner · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, R (Software), Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Statistical Inference, Data Transformation, Estimation, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Application Deployment, Customer Support, ChatGPT, Product Support, Customer Inquiries, Customer Service, E-Commerce, Order Management, AI Integrations, Generative AI Agents, Automation, Greeting Customers, User Flows
Intermediate · Guided Project · Less Than 2 Hours