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  • Mathematical Model

Mathematical Model Courses

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.

Popular Mathematical Model Courses and Certifications


  • U

    University of Michigan

    AI for Mechanical Engineers

    Skills you'll gain: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Precision Medicine, Generative AI, Machine Learning, AI literacy, Artificial Intelligence, Machine Learning Algorithms, Transfer Learning, Biomedical Engineering, Control Systems, Model Optimization, Energy and Utilities, Image Analysis, AI Workflows, Robotics, Deep Learning, Medical Imaging

    4.5 stars, 211 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (211) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Discrete-Time Markov Chains and Monte Carlo Methods

    Skills you'll gain: Artificial Intelligence, Generative AI, Decision Intelligence, Machine Learning Algorithms, Mathematical Theory & Analysis

    4.4 stars, 19 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (19) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Microsoft Generative and Agentic AI Basics

    Skills you'll gain: Prompt Engineering, Generative AI, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Retrieval-Augmented Generation, Generative Model Architectures, Microsoft Azure, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, LLM Application, Application Deployment, Responsible AI, ChatGPT, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Machine Learning

    3.7 stars, 56 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.7 (56) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Scrimba

    Vibe Coding with Cursor AI

    Skills you'll gain: Vibe coding, Model Context Protocol, Context Management, Context Engineering, AI Workflows, Integrated Development Environments, AI Integrations, Software Installation, Agentic Workflows, Code Review, System Configuration, Debugging, Generative AI Agents, Web Development Tools, Software Development, User Interface (UI), Web Development

    4.3 stars, 181 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (181) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Instituto Tecnológico de Aeronáutica

    Introdução ao Controle Moderno

    Skills you'll gain: Control Systems, Matlab, Engineering Analysis, Simulation and Simulation Software, Simulations, Systems Analysis, Mathematical Software, Systems Design, Mathematical Modeling, Differential Equations, Linear Algebra, Estimation

    4.8 stars, 53 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (53) · Intermediate · Course · 1 - 3 Months

  • I

    IBM

    GenAI for Execs & Business Leaders: Integration Strategy

    Skills you'll gain: Responsible AI, AI Product Strategy, Data Ethics, Competitive Intelligence, AI Enablement, Hybrid Cloud Computing, Business Leadership, Compliance Training, Data Management, Strategic Leadership, Generative AI, Law, Regulation, and Compliance, Data Strategy, Cloud Infrastructure, Return On Investment, AI Integrations, Artificial Intelligence, Data Governance

    4.8 stars, 142 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (142) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    4.8 stars, 145 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (145) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: Vector Databases, LLM Application, Retrieval-Augmented Generation, Generative AI, Embeddings, Document Management, Fine-tuning, User Interface (UI)

    4.8 stars, 271 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (271) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Machine Learning Operations (MLOps): Getting Started

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Model Evaluation, Model Training, DevOps, Cloud Deployment, Devops Tools, Continuous Deployment, CI/CD, AI Workflows, Automation

    4 stars, 488 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (488) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Specialized Models: Time Series and Survival Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Data Preprocessing, Statistical Modeling, Statistical Machine Learning, Applied Machine Learning, Data Transformation, Model Evaluation, Unsupervised Learning, Dimensionality Reduction

    4.5 stars, 147 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (147) · Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    AI and Climate Change

    Skills you'll gain: Fine-tuning, Model Training, Model Evaluation, Climate Change Adaptation, Applied Machine Learning, Image Analysis, Environmental Monitoring, Convolutional Neural Networks, Artificial Intelligence, Climate Change Mitigation, Artificial Neural Networks, Environmental Issue, Machine Learning Methods, Data Processing, Forecasting, Computer Vision, Predictive Modeling, Supervised Learning

    4.8 stars, 144 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (144) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • O

    Olay

    Cosmetic Formulation Science

    Skills you'll gain: Laboratory Experience, Laboratory Procedures, Laboratory Testing, Chemistry, Experimentation, Safety Standards, Product Design, Regulatory Compliance, Mathematical Modeling, Product Testing, Design Specifications, Personal protective equipment, Record Keeping, Quality Assurance, Product Development, Technical Documentation

    4.7 stars, 132 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (132) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular mathematical model courses

  • AI for Mechanical Engineers: University of Michigan
  • Discrete-Time Markov Chains and Monte Carlo Methods: University of Colorado Boulder
  • Microsoft Generative and Agentic AI Basics: Microsoft
  • Vibe Coding with Cursor AI: Scrimba
  • Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica
  • GenAI for Execs & Business Leaders: Integration Strategy: IBM
  • Introduction to Predictive Modeling: University of Minnesota
  • Project: Generative AI Applications with RAG and LangChain: IBM
  • Machine Learning Operations (MLOps): Getting Started: Google Cloud
  • Specialized Models: Time Series and Survival Analysis: IBM

Skills you can learn in Algorithms

Graphs (22)
Mathematical Optimization (21)
Computer Program (20)
Data Structure (19)
Problem Solving (19)
Algebra (12)
Computer Vision (10)
Discrete Mathematics (10)
Graph Theory (10)
Image Processing (10)
Linear Algebra (10)
Reinforcement Learning (10)

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