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: Power BI, Data Analysis Expressions (DAX), Data Pipelines, Data Transformation, Data Analysis, Microsoft Azure, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Data Cleansing, Data Modeling, Dashboard, Data Governance
Beginner · Course · 1 - 3 Months

California Institute of the Arts
Skills you'll gain: Business Planning, Business Risk Management, Business Strategy, Peer Review, Financial Modeling, Entrepreneurship, Business Development, Branding, Financial Planning, Service Design, Market Research
Intermediate · Course · 1 - 3 Months

Fred Hutchinson Cancer Center
Skills you'll gain: ChatGPT, Responsible AI, Generative AI, Data Ethics, Algorithms, Artificial Intelligence, Large Language Modeling, Predictive Analytics, Machine Learning, Model Evaluation, Case Studies
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Design Thinking, Business Modeling, Entrepreneurship, Value Propositions, New Product Development, Market Opportunities, Gap Analysis, Innovation, Technology Strategies, Strategic Thinking, New Business Development, Engineering Management, Market Analysis, Business Strategies, Competitive Analysis, Sustainable Business, Engineering
Build toward a degree
Beginner · Course · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Model Evaluation, Model Deployment, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Logistic Regression, Anomaly Detection, Classification Algorithms
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Survey Creation, Sampling (Statistics), Quantitative Research, Research Methodologies, Data Analysis, Data Quality, Research Design, Model Evaluation, Data Transformation, Statistical Analysis, Data Modeling, Statistical Methods
Beginner · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Business Modeling, Business Strategy, Design Thinking, Business Process, Storytelling, Business Strategies, Strategic Planning, Innovation, Entrepreneurship, Systems Thinking, New Business Development, Shared Media, Organizational Development, Business Development, Presentations, Business Research, Data Storytelling, Creative Thinking, Process Analysis, Diagram Design
Advanced · Course · 1 - 4 Weeks

New York Institute of Finance
Skills you'll gain: Financial Market, Market Opportunities, Market Trend, Market Dynamics, Market Analysis, Risk Modeling, Supply Chain, FinTech, Financial Services, Finance, Investments, Stakeholder Analysis
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Cryptography, Identity and Access Management, Network Security, Data Security, Authentications, User Provisioning, Encryption, Multi-Factor Authentication, Security Assertion Markup Language (SAML), Advanced Encryption Standard (AES), Single Sign-On (SSO), Threat Modeling, Cyber Attacks, Cyber Risk, Cybersecurity, Computer Security, Data Management, Cyber Security Strategy, Security Management, Security Awareness
Intermediate · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Feature Engineering, Statistical Inference, Data Transformation, Model Evaluation
Intermediate · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Innovation, Business Modeling, Design Thinking, Creative Problem-Solving, Ideation, Creative Thinking, Entrepreneurship, New Business Development, Open Mindset, Lean Methodologies, Organizational Strategy, Organizational Change
Advanced · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: Scope Management, Project Schedules, Project Scoping, Scheduling, Requirements Management, Resource Allocation, Project Planning, Sprint Planning, Project Management, Work Breakdown Structure, Agile Methodology, Project Estimation, Agile Project Management, Change Control, Dependency Analysis
Beginner · Course · 1 - 4 Weeks