Model validation courses can help you learn statistical techniques, performance metrics, overfitting prevention, and cross-validation methods. You can build skills in assessing model accuracy, understanding bias-variance tradeoffs, and implementing robust validation frameworks. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support applying these validation techniques to both traditional statistical models and those used in artificial intelligence (AI) applications.

Skills you'll gain: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Machine Learning, Computer Vision
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado System
Skills you'll gain: Clinical Data Management, Data Quality, Clinical Informatics, Health Informatics, Time Series Analysis and Forecasting, Data Analysis, Data Modeling, Data Science, Electronic Medical Record, Statistical Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Excel, Data Validation, Customer Data Management, Excel Formulas, Microsoft 365, Customer Relationship Management, Data Entry, Spreadsheet Software, Customer Service, Data Security, Data Management, Invoicing, User Accounts, Editing
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Psychiatry, Clinical Psychology, Mental and Behavioral Health Specialties, Mental Health Diseases and Disorders, Mental Health, Substance Abuse, Public Health, Psychology, Public Health and Disease Prevention, Health Policy, Psychiatric And Mental Health Nursing, Neurology, Pharmacotherapy, Medical Science and Research, Epidemiology, Research, Pharmacology, Personal Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unsupervised Learning, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Data Processing, Feature Engineering, Artificial Intelligence, Data Cleansing, Deep Learning, Statistical Analysis, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis
Intermediate · Course · 1 - 4 Weeks

The University of Notre Dame
Skills you'll gain: Active Listening, Conflict Management, Communication Strategies, Business Communication, Case Studies, Business Ethics, Interpersonal Communications, Crisis Management, Strategic Communication, Communication, Ethical Standards And Conduct
Mixed · Course · 1 - 4 Weeks

University of Cape Town
Skills you'll gain: Design Thinking, Entrepreneurship, Business Modeling, Blockchain, Solution Design, Cryptography, Financial Regulations, FinTech, Financial Regulation, Business Planning, Emerging Technologies, Financial Systems, Video Production, Business Strategies, Market Opportunities, Business Strategy, Ledgers (Accounting), Mobile Banking, Banking, Machine Learning
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Object Oriented Design, Unified Modeling Language, JUnit, Object Oriented Programming (OOP), Test Driven Development (TDD), Software Design Patterns, Java, Unit Testing, Software Testing, Java Programming, Software Engineering, Application Design, User Interface and User Experience (UI/UX) Design, Software Design, Software Architecture, API Design, Model View Controller, Software Development, Systems Analysis, Databases
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Data Presentation, Data Collection, Data Analysis, Data Management, Analytical Skills, Data Strategy, Management Reporting, Exploratory Data Analysis, Data Modeling, Statistical Analysis, Coordinating, Statistical Modeling, Communication
Mixed · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Program Evaluation, Community Outreach, Education and Training, Community Development, Teaching, Curriculum Planning, Mentorship, Student Support and Services, Family Support, Cultural Responsiveness
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Financial Statements, Financial Modeling, Proposal Writing, Corporate Finance, Business Metrics, Business Valuation, Capital Budgeting, Entrepreneurial Finance, Financial Management, Cost Benefit Analysis, Project Finance, Finance, Return On Investment, Accounting and Finance Software, Financial Forecasting, Product Management, Presentations, Cash Flows
Beginner · Course · 1 - 4 Weeks

Parsons School of Design, The New School
Skills you'll gain: Design Thinking, Sustainable Business, Business Solutions, Business Modeling, Growth Strategies, Innovation, Design, Value Propositions, User Experience, Sales Process, Prototyping, Customer experience improvement, Consumer Behaviour
Intermediate · Course · 1 - 4 Weeks