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.

Skills you'll gain: Business Process Modeling, Systems Analysis, Generative AI, Stakeholder Communications, Process Flow Diagrams, Business Workflow Analysis, Systems Architecture, Solution Architecture, Business Process Automation, LLM Application, Stakeholder Analysis, Technical Consulting, Software Architecture, Systems Thinking, Project Documentation
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Probability & Statistics, Probability, Statistics, Bayesian Statistics, Statistical Methods, Statistical Modeling, Statistical Analysis, Probability Distribution, Sampling (Statistics), Sample Size Determination, Data Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Animations
Intermediate · Course · 1 - 3 Months

EDHEC Business School
Skills you'll gain: Investment Management, Portfolio Management, Text Mining, Applied Machine Learning, Asset Management, Network Analysis, Data Visualization Software, Financial Data, Market Data, Unstructured Data, Web Scraping, Machine Learning, Social Network Analysis, Advanced Analytics, Financial Market, Financial Analysis, Financial Modeling, Return On Investment, Risk Analysis, Risk Management
Beginner · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Deep Learning, MLOps (Machine Learning Operations), Responsible AI, Data Ethics, Data Management, Unsupervised Learning, Human Computer Interaction, User Experience Design, Classification And Regression Tree (CART), Data Quality, Human Centered Design, Machine Learning, Human Factors, Regression Analysis, Technical Management, Applied Machine Learning, Project Management, Product Management, Product Design, Data Science
Beginner · Specialization · 3 - 6 Months

Michigan State University
Skills you'll gain: Financial Statements, Intellectual Property, Value Propositions, Business Planning, Design Thinking, Ideation, Innovation, Income Statement, Entrepreneurship, Customer Acquisition Management, Business Modeling, Product Development, Balance Sheet, Market Opportunities, Verification And Validation, Creative Thinking, Lean Methodologies, Resource Management, Financial Modeling, Leadership
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Power BI, Microsoft Power Platform, Data Modeling, Data Storytelling, Business Intelligence, Interactive Data Visualization, Data Analysis Expressions (DAX), Dashboard, Data Transformation, Data Presentation, Data Visualization Software, Extract, Transform, Load, Data Manipulation, Data Cleansing
Beginner · Course · 1 - 3 Months
McMaster University
Skills you'll gain: Peer Review, Finance, Financial Market, Financial Analysis, Cash Flows, Financial Modeling, Capital Markets, Investments, Derivatives, Business Valuation, Financial Policy, Financial Data, Equities, International Finance, Project Design, Market Dynamics, Risk Management, Business Mathematics, Credit Risk, Project Documentation
Beginner · Specialization · 3 - 6 Months

Columbia University
Skills you'll gain: Project Finance, Construction Management, Real Estate, Cash Flows, Financial Modeling, Risk Management, Finance, Project Management, Financial Analysis, Capital Budgeting, Business Mathematics, Strategic Partnership, Return On Investment, Feasibility Studies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Statistical Methods
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Image Analysis, Diagnostic Radiology, Predictive Modeling, Data Processing, Artificial Intelligence, Tensorflow, Applied Machine Learning, Medical Imaging, Keras (Neural Network Library), Computer Vision, Deep Learning, Natural Language Processing, Machine Learning, Artificial Neural Networks, Magnetic Resonance Imaging, Probability & Statistics, X-Ray Computed Tomography
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: 3D Assets, 3D Modeling, Data Import/Export, Graphics Software, File Management, Computer Graphic Techniques, Computer Graphics, Graphical Tools
Mixed · Course · 1 - 3 Months