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.

University of Maryland, College Park
Skills you'll gain: Proposal Development, Business Modeling, Innovation, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Business Valuation, Market Opportunities, New Business Development, Internal Auditing, Corporate Finance, Financial Modeling, Financial Statements, Business Strategy, Corporate Strategy, Corporate Accounting, Project Finance, Business Metrics, Value Propositions, Finance
Beginner · Specialization · 3 - 6 Months

Copenhagen Business School
Skills you'll gain: Business Modeling, Entrepreneurship, Community Development, Social Sciences, Sustainable Business, Business Strategy, Financial Inclusion, Ideation, Needs Assessment, Team Building, Team Management, Case Studies, Innovation, Revenue Management, Empowerment
Beginner · Course · 1 - 3 Months

Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Trend Analysis, Predictive Analytics, Advanced Analytics, Statistical Analysis, Business Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Exploratory Data Analysis, Pandas (Python Package), Matplotlib
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Risk Modeling, Financial Market, Risk Management, Market Data, Risk Analysis, Financial Trading, Probability Distribution, R (Software), Financial Data, R Programming, Financial Modeling, Portfolio Management, Statistical Programming, Securities (Finance), Time Series Analysis and Forecasting, Securities Trading, Estimation, Statistical Modeling
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Sampling (Statistics), Sample Size Determination, Surveys, Survey Creation, Data Collection, Statistical Analysis, Interviewing Skills, Research Design, STATA (Software), R (Software), Data Integration, Data Validation, Data Ethics, Data Analysis, Stata, Data Quality, Statistical Modeling, Qualitative Research, Data Cleansing, R Programming
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Simulation and Simulation Software, Mathematical Modeling, Electrical Engineering, Electronic Systems, Matlab, Predictive Modeling, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Computational Logic, Basic Electrical Systems, Numerical Analysis, Estimation, Control Systems
Intermediate · Course · 1 - 3 Months

EIT Digital
Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Data Analysis, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Classification And Regression Tree (CART), Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Operations Management, Balance Sheet, Process Analysis, Business Operations, Operational Efficiency, Marketing, Financial Statement Analysis, Financial Statements, Finance, Financial Accounting, Marketing Strategies, Production Process, Operational Performance Management, Capital Budgeting, Business Process Improvement, Financial Modeling, Consumer Behaviour, Analysis, Case Studies, Business Analysis
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: LangChain, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Collaborative Software, Application Development, Software Design Patterns, System Design and Implementation, Software Development, Python Programming, Real Time Data, Data Science
Intermediate · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Power Electronics, Electrical Engineering, Electronic Components, Electronic Systems, Mathematical Modeling, Electrical Power, Technical Design, Design Specifications, Engineering Analysis, Engineering Design Process, Applied Mathematics
Intermediate · Course · 1 - 4 Weeks

University of Toronto
Skills you'll gain: Global Positioning Systems, Estimation, Machine Learning Methods, Computer Vision, Control Systems, Data Integration, Mathematical Modeling, Spatial Analysis, Linear Algebra
Advanced · Course · 1 - 3 Months

Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Applied Mathematics, Mathematical Modeling, Python Programming, Mechanics, Vibrations, Linear Algebra, Simulations
Intermediate · Course · 1 - 3 Months