Statistical modeling courses can help you learn regression analysis, hypothesis testing, and data visualization techniques. You can build skills in interpreting statistical results, validating models, and making predictions based on data. Many courses introduce tools like R, Python, and Excel, that support implementing statistical methods and analyzing datasets effectively.

University of Colorado Boulder
Skills you'll gain: Biological Engineering, Bioinformatics, Simulation and Simulation Software, Mathematical Modeling, Mathematical Software, Biotechnology, Simulations, Process Modeling, Differential Equations, Biochemistry, Numerical Analysis, Molecular, Cellular, and Microbiology, Computer-Aided Design, Algorithms
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Cash Flows, Financial Modeling, Financial Statements, Revenue Forecasting, Financial Analysis, Cash Flow Forecasting, Equities, Income Statement, Private Equity, Financial Forecasting, Financial Accounting, Business Valuation, Balance Sheet, Market Dynamics, Financial Data, Excel Formulas, Market Analysis
Mixed · Course · 1 - 3 Months

Advanced · Course · 1 - 3 Months

Skills you'll gain: Supervised Learning, Model Evaluation, Classification Algorithms, Model Training, Machine Learning Methods, Applied Machine Learning, Matlab, Statistical Machine Learning, Regression Analysis, Model Optimization, Data Preprocessing, Predictive Modeling, Machine Learning, Feature Engineering, Data Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Modeling, Financial Statement Analysis, Financial Statements, Forecasting, Financial Analysis, Depreciation, Financial Forecasting, Business Valuation, Operating Expense, Cash Flow Forecasting, Balance Sheet, Income Statement, Operational Analysis, Accounts Payable, Equities, Financial Data, Cash Flows, Case Studies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Risk Management, Bank Regulations, Regulatory Compliance, Financial Regulation, Financial Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Risk, Risk Modeling, Risk Analysis, Profit and Loss (P&L) Management, Risk Management, Risk Management Framework, Financial Modeling, Business Risk Management, Microsoft Excel, Variance Analysis, Project Risk Management, Finance, Excel Formulas, Financial Market, Probability Distribution, Financial Management, Statistical Methods, Simulation and Simulation Software, Stress Management, Environment
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Recurrent Neural Networks (RNNs), Fine-tuning, Transfer Learning, Large Language Modeling, Natural Language Processing, Generative AI, Deep Learning, Artificial Neural Networks, Generative Model Architectures, Model Training, Computer Vision
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Lending and Underwriting, Financial Data, Financial Analysis, Financial Statement Analysis, Equities, Financial Forecasting, Financial Statements, Working Capital, Financial Accounting, Cash Flows, Banking, Market Trend, Financial Regulation, Balance Sheet, Income Statement
Mixed · Course · 1 - 3 Months

Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), Assembly Drawing, 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design, Engineering Drawings, Simulation and Simulation Software
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Flow Diagrams, Business Process Modeling, Data Modeling, Process Modeling, Microsoft Visio, Diagram Design, Business Process, Business Modeling, Business Analysis, Data Flow Diagrams (DFDs), Business Analysis Tools, Database Design, Data Visualization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Revenue Forecasting, Financial Statement Analysis, Financial Statements, Pharmaceuticals, Financial Modeling, Financial Analysis, Pharmaceutical Sales, Fixed Asset, Working Capital, Business Valuation, Profit and Loss (P&L) Management, Balance Sheet, Financial Forecasting, Forecasting, Investment Management, Cash Flow Forecasting, Cash Flows, Depreciation
Mixed · Course · 1 - 3 Months