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.

MathWorks
Skills you'll gain: Power Electronics, Simulation and Simulation Software, Model Based Systems Engineering, Electronic Systems, Electrical Systems, Electrical Engineering, Three-Phase, Machine Controls, Systems Integration, Simulations, Electrical Power, Electronics Engineering, Electronics, Electric Power Systems, Data Import/Export, Engineering Analysis, Engineering, Engineering Design Process, Performance Tuning, Environmental Issue
Beginner · Professional Certificate · 3 - 6 Months

The Chinese University of Hong Kong
Skills you'll gain: Entrepreneurship, Market Opportunities, Innovation, Ideation, Initiative and Leadership, Business Planning, Entrepreneurial Finance, Leadership Development, New Business Development, Strategic Thinking, New Product Development, Financial Analysis, Market Research, Presentations, Growth Strategies, Financial Modeling, Fundraising
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Large Language Modeling, Prompt Engineering, Prompt Patterns, AI Workflows, OpenAI, Generative AI Agents, Self Service Technologies, Jupyter
Beginner · Project · Less Than 2 Hours

University of London
Skills you'll gain: Business Mathematics, Linear Algebra, Mathematical Modeling, Applied Mathematics, General Mathematics, Calculus, Financial Modeling, Algebra, Advanced Mathematics, Business Economics, Derivatives
Mixed · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Organizational Change, Change Management, Performance Review, Human Resource Policies, Talent Recruitment, Recruitment, Smart Goals, Employee Performance Management, Culture Transformation, Performance Appraisal, Employee Engagement, Diversity and Inclusion, Health Care Procedure and Regulation, Organizational Leadership, Performance Management, Recruitment Strategies, Interviewing Skills, Drive Engagement, Diversity Equity and Inclusion Initiatives, Human Resource Management
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies
Intermediate · Course · 1 - 3 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Feasibility Studies, Failure Mode And Effects Analysis, Risk Management, Hazard Analysis, Project Risk Management, Governance Risk Management and Compliance, Risk Mitigation, Risk Management Framework, Analysis, Mitigation, Disaster Recovery, Key Performance Indicators (KPIs), Financial Analysis, Cost Benefit Analysis, Governance, Resilience, Environment
Advanced · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Capital Budgeting, Risk Mitigation, Risk Analysis, Project Risk Management, Risk Management, Project Finance, Financial Analysis, Cash Flows, Business Valuation, Cost Benefit Analysis, Financial Modeling, Return On Investment, Depreciation, Financial Statements, Business Metrics, Spreadsheet Software, Microsoft Excel
Build toward a degree
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Python Programming, Statistical Modeling, Supervised Learning, Machine Learning, Agentic systems, Artificial Intelligence, Model Optimization, Algorithms, AI literacy
Intermediate · Specialization · 3 - 6 Months

Tecnológico de Monterrey
Skills you'll gain: Innovation, Business Modeling, Design Thinking, Creative Problem-Solving, Entrepreneurship, Business Architecture, Corporate Strategy, Business Solutions, Creative Thinking, Business Strategy, Business Strategies, Storytelling, New Business Development, Team Management, Creativity, Open Mindset, Value Propositions, Lean Methodologies, Organizational Development, Growth Strategies
Advanced · Specialization · 3 - 6 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Data Collection, Transportation Operations, Surveys, Statistical Modeling, Quantitative Research, Mathematical Modeling, Sampling (Statistics), Predictive Modeling, Statistical Methods, Regression Analysis, Network Model, Model Evaluation, Logistic Regression, Probability Distribution, Probability
Intermediate · Course · 1 - 3 Months

Copenhagen Business School
Skills you'll gain: Social Impact, Business Modeling, Entrepreneurship, Market Opportunities, Community Development, Sustainable Business, Community and Social Work, Entrepreneurial Finance, New Business Development, Needs Assessment, Team Building, Case Studies, Innovation, Revenue Management, Team Collaboration
Beginner · Course · 1 - 3 Months