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.

The Hong Kong University of Science and Technology
Skills you'll gain: Web Analytics and SEO, AI Personalization, Document Management, Semantic Web, Algorithms, Model Evaluation, Network Analysis, Text Mining, Natural Language Processing, User Research, Business Modeling, Graph Theory
★ 5 (8) · Intermediate · Course · 3 - 6 Months

Skills you'll gain: Storytelling, Presentations, Microsoft PowerPoint, Oral Expression, Business Communication, Public Speaking, Verbal Communication Skills, Sales Presentations, Persuasive Communication, Drive Engagement, Target Audience
★ 4.2 (21) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Applied Machine Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Unstructured Data, Cloud Deployment, Artificial Intelligence
★ 4.7 (47) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Model Training, Image Analysis, Data Processing, Scientific Visualization, Data Transformation, Applied Machine Learning, Computer Vision, Jupyter, Deep Learning, Python Programming, Machine Learning
★ 4.1 (11) · Intermediate · Guided Project · Less Than 2 Hours
Skills you'll gain: Aerospace Basic Quality System Standards, Materials science, Manufacturing Processes, Sustainable Engineering, Process Engineering, Process Development, Model Optimization, Process Validation, Mechanical Design, Process Control, Engineering Design Process, Mechanical Engineering, Engineering, Design Strategies
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Financial Forecasting, Forecasting, Cash Flow Forecasting, Business Valuation, Financial Analysis, Financial Modeling, Equities, Cash Flows, Enterprise Modeling, Corporate Finance
★ 4.6 (24) · Intermediate · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, Tool Calling, LLM Application, JSON, Large Language Modeling, Artificial Intelligence
★ 4.6 (16) · Beginner · Project · Less Than 2 Hours

Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Gemini, Model Deployment, Generative AI Agents, GitHub Copilot, Generative Adversarial Networks (GANs), Google Gemini, Responsible AI, Performance Tuning, Software Development Tools, Code Review, Software Engineering, Artificial Intelligence, AI Personalization, Software Development, Software Quality Assurance, Debugging, Automation
★ 4.3 (15) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Simulation and Simulation Software, Simulations, Data Sharing, Mathematical Modeling, Agentic systems, System Configuration, Systems Development, Biology, Life Sciences
★ 4.7 (12) · Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Transfer Learning, Decision Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Model Training, Technical Management, Machine Learning, Applied Machine Learning, Machine Learning Methods, Model Evaluation, Deep Learning, Model Optimization, Debugging, Analysis
Beginner · Course · 1 - 4 Weeks

Banco Interamericano de Desarrollo
Skills you'll gain: Risk Analysis, Risk Management, Risk Modeling, Hazard Analysis, Project Risk Management, Governance, Failure Analysis, Risk Mitigation, Governance Risk Management and Compliance, Risk Management Framework, Feasibility Studies, Mitigation, Analysis, Crisis Management, Key Performance Indicators (KPIs), Failure Mode And Effects Analysis, Disaster Recovery, Performance Metric, Climate Change Adaptation, Vulnerability Assessments
★ 4.7 (42) · Advanced · Specialization · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Anomaly Detection, Embeddings, LLM Application, Database Application, Large Language Modeling, Generative AI, Image Analysis
★ 4.2 (19) · Beginner · Project · Less Than 2 Hours