Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Rice University
Skills you'll gain: Torque (Physics), Mechanics, Physics, Physical Science, Mechanical Engineering, Trigonometry, Calculus, Mathematical Modeling, Applied Mathematics, Problem Solving
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Peer Review, Financial Management, Financial Modeling, Financial Data, Financial Statement Analysis, Financial Analysis, Data Storytelling, Mergers & Acquisitions, Investments, Business Valuation, Return On Investment, Case Studies, Risk Management, Corporate Strategy
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Power Electronics, Control Systems, Electrical Engineering, Simulation and Simulation Software, Electrical Power, Electronics, Simulations, Electronics Engineering, Mathematical Modeling, Engineering Analysis
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Analysis, Data Ethics, General Science and Research, Statistical Modeling, Data Science, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Linear Algebra, Calculus
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

UNSW Sydney (The University of New South Wales)
Skills you'll gain: Financial Modeling, Growth Strategies, Entrepreneurship, Value Propositions, Customer Acquisition Management, Financial Forecasting, Lean Methodologies, Business Modeling, Business Planning, Entrepreneurial Finance, Presentations, New Product Development, Product Development, Customer Insights, Verbal Communication Skills, Income Statement, Strategic Partnership, Persona Development, Investments
Mixed · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Corporate Finance, Financial Management, Finance, Financial Modeling, Investment Management, Business Valuation, Portfolio Management, Financial Analysis, Asset Management, Financial Policy, Risk Analysis, Business Risk Management
Intermediate · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Strategic Leadership, Strategic Marketing, Business Strategy, Stakeholder Analysis, Business Strategies, Leadership Studies, Marketing Strategies, Marketing, Leadership, Leadership Development, Organizational Leadership, Business Modeling, Marketing Strategy and Techniques, Brand Marketing, Customer Analysis, Strategic Planning, Strategic Thinking, Organizational Strategy, Corporate Strategy, Financial Analysis
Beginner · Specialization · 3 - 6 Months

Yonsei University
Skills you'll gain: Capital Budgeting, Financial Analysis, Return On Investment, Business Valuation, Financial Modeling, Cash Flows, Cash Flow Forecasting, Project Finance, Financial Statement Analysis, Project Estimation, Corporate Finance, Decision Making, Microsoft Excel, Derivatives
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Target Audience, Target Market, Value Propositions, Operating Cost, Customer Analysis, Business Modeling, Strategic Partnership, Marketing Channel, Business Planning, Strategic Thinking, Entrepreneurship, Business Strategy, Resource Management, New Business Development, Resource Allocation, Revenue Management
Intermediate · Guided Project · Less Than 2 Hours

Multiple educators
Skills you'll gain: Storytelling, Data Storytelling, Solution Design, Conversion Funnel Analysis, Design Thinking, Business Strategies, Business Strategy, Sustainable Business, Brand Strategy, Process Design, Business Solutions, Technology Strategies, Brand Marketing, Business Planning, Digital Transformation, Strategic Thinking, Market Opportunities, Design Strategies, Design and Product, Innovation
Intermediate · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Sensory Systems Analysis, Laboratory Experience, Experimentation, Physics, Laboratory Equipment, Engineering, Scientific, and Technical Instruments, Mathematical Modeling, Physical Science, Applied Mathematics
Mixed · Course · 1 - 3 Months

Skills you'll gain: Plotly, Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Model Evaluation, Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Statistical Visualization, Google Sheets, Interactive Data Visualization, Equities, Machine Learning, Data Import/Export
Beginner · Guided Project · Less Than 2 Hours