Mathematical model courses can help you learn statistical analysis, optimization techniques, differential equations, and simulation methods. You can build skills in data interpretation, problem-solving, and applying quantitative reasoning to real-world situations. Many courses introduce tools like MATLAB, R, and Python, that support creating and analyzing models, enabling you to visualize complex data and derive meaningful insights.

Dartmouth College
Skills you'll gain: Probability & Statistics, Statistical Methods, Classification Algorithms, Calculus
Intermediate · Course · 1 - 3 Months
Duke University
Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Machine Learning, Machine Learning Methods, Model Evaluation, Artificial Neural Networks, Information Privacy
★ 4.6 (67) · Intermediate · Course · 1 - 4 Weeks
Anthropic
Skills you'll gain: Prompt Engineering, Prompt Patterns, Delegation Skills, Generative AI, Responsible AI, AI literacy, Anthropic Claude, Context Engineering, Artificial Intelligence, Decision Intelligence, Ethical Standards And Conduct, Due Diligence, Communication
★ 4.8 (125) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Correlation Analysis, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Amazon Bedrock, Prompt Engineering, AWS SageMaker, Generative Model Architectures, Artificial Intelligence, Data Ethics, AI Enablement, Prompt Patterns, Application Deployment, AI Integrations, AI literacy, Large Language Modeling, Model Training, Amazon Web Services
★ 4.6 (21) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Project Design, Program Management, Process Flow Diagrams, Diagram Design, Program Development, Project Management, Process Modeling, Agile Methodology, Project Management Software, Procedure Development, Agile Project Management, Project Management Life Cycle, Project Portfolio Management, Risk Management
★ 4.6 (28) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Networking Hardware, OSI Models, Network Architecture, Network Protocols, General Networking, Network Security, TCP/IP, Computer Networking, Cloud Technologies, Network Infrastructure, Network Administration, Local Area Networks, Cloud Platforms, Network Planning And Design, Routing Protocols, Cloud Infrastructure, Virtual Private Networks (VPN), Cloud Services, Telecommunications, Wireless Networks
★ 4.4 (14) · Intermediate · Course · 1 - 3 Months
Duke University
Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Machine Learning Methods, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks
★ 4.6 (33) · Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Fine-tuning, Natural Language Processing, Model Deployment, Open Source Technology, Containerization, C (Programming Language), Machine Learning, Cross Platform Development
★ 4.8 (28) · Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Data Manipulation, Informatics, Clinical Informatics, Data Science, Health Informatics, Clinical Data Management, Classification Algorithms, Analytics, Model Evaluation, Data Validation, Performance Testing
★ 4.5 (40) · Intermediate · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Estate Planning, Wealth Management, Portfolio Management, Insurance, Financial Planning, Insurance Policies, Personal Development, Finance, Asset Management, Risk Management, Portfolio Risk, Contract Review, Succession Planning, Investment Management, Land Management, Risk Modeling, Investments, Risk Analysis, Oral Expression, Financial Modeling
★ 3.7 (6) · Beginner · Specialization · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Generative AI, Model Optimization, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment
★ 4.8 (15) · Beginner · Project · Less Than 2 Hours