• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • 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


  • J

    Johns Hopkins University

    Advanced Methods in Machine Learning Applications

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Machine Learning Methods, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Model Optimization, Logistic Regression, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Machine Learning for Kyphosis Disease Classification

    Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Wrangling, Data Preprocessing, Data Science, Model Training, Machine Learning, Machine Learning Algorithms, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Pragmatic AI Labs

    Machine Learning with Databricks and MLflow

    Skills you'll gain: MLOps (Machine Learning Operations), Databricks, Apache Spark, Model Evaluation, Hugging Face, Data Architecture, Recurrent Neural Networks (RNNs), LLM Application, Data Science, Data Mining, Mathematical Modeling, Scala Programming, Continuous Monitoring, Rust (Programming Language), Lean Six Sigma, Statistical Inference, Artificial Intelligence, Functional Testing, Exploratory Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Data Warehousing Capstone Project

    Skills you'll gain: Data Warehousing, IBM Cognos Analytics, Extract, Transform, Load, Database Architecture and Administration, Data Visualization, Database Design, Dashboard Creation, Data Modeling, MySQL, Business Intelligence, Database Management, Data Architecture, Data Visualization Software, Data Pipelines, PostgreSQL, Shell Script, Data Transformation, Business Metrics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    AI-900 MS Azure AI Fundamentals

    Skills you'll gain: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, AI literacy, AI Security, Applied Machine Learning, AI Workflows, No-Code Development, Model Deployment, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Snowflake Cloud Data Platform: Getting Started

    Skills you'll gain: Cloud Storage, Data Architecture, Cloud Security, Database Management, Cloud Platforms, Databases, Security Management, User Provisioning, Role-Based Access Control (RBAC)

    3.8
    Rating, 3.8 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    AI for Business Ethics & Financial Strategy Mastery

    Skills you'll gain: Data Ethics, Financial Modeling, Responsible AI, Financial Forecasting, Financial Statements, Depreciation, Financial Statement Analysis, Financial Accounting, Law, Regulation, and Compliance, Risking, Financial Reporting, Business Ethics, Balance Sheet, AI literacy, Artificial Intelligence, Strategic Decision-Making, Data Management, Finance, Business Strategy, Business

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Master Quality Models with CMMI: Analyze, Apply & Improve

    Skills you'll gain: Continuous Improvement Process, Performance Improvement, Project Risk Management, Performance Metric, Process Improvement, Quality Improvement, Risk Management, Process Improvement and Optimization, Risk Analysis, Operational Performance Management, Process Management, Performance Measurement, Quality Management, Performance Management, Process Capability, Process Validation, Risk Mitigation, Project Management, Quality Assurance, Process Optimization

    5
    Rating, 5 out of 5 stars
    ·
    23 reviews

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Ingesting FHIR Data with the Healthcare API

    Skills you'll gain: Data Import/Export, Data Store, Cloud API, Health Informatics, Health Information Management, Health Technology, Application Programming Interface (API), Google Cloud Platform, Cloud-Based Integration, Health Care, Data Integration, Data Modeling, Cloud Storage

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    Energy Modeling: Predicting & Optimizing Consumption

    Skills you'll gain: Scenario Testing, Energy and Utilities, Predictive Analytics, Gemini, Laboratory Experience, Google Gemini, Model Optimization, Predictive Modeling, Data-Driven Decision-Making, Forecasting, Analytics, 3D Modeling, Simulations, Sustainable Technologies, Data Visualization, AI Integrations, Search Engine Optimization

    Intermediate · Course · 1 - 4 Weeks

  • A

    American Council on Exercise

    Pathway to Wellness: Mind, Movement & Nutrition

    Skills you'll gain: Nutrition Education, Nutrition and Diet, Mental Health, Nutrition Counseling, Meditation & Breathwork, Mindfulness, Exercise Science, Rehabilitation, Community Mental Health Services, Mental Concentration, Mental and Behavioral Health, Community Health, Preventative Care, Health Education, Health Promotion, Health Technology, Injury Prevention, Behavioral Health, Personal Development, Behavior Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    68 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    ASP.NET Core MVC [.NET 8] - The Complete Guide

    Skills you'll gain: ASP.NET, Model View Controller, .NET Framework, Order Management, Object-Relational Mapping, Application Deployment, User Accounts, User Provisioning, Order Management Systems, Database Management, Data Access, User Interface (UI) Design, Full-Stack Web Development, Cloud Deployment, Web Development, Authentications, Web Applications, User Interface and User Experience (UI/UX) Design, UI Components, User Interface (UI)

    Intermediate · Specialization · 3 - 6 Months

1…270271272…441

In summary, here are 10 of our most popular mathematical model courses

  • Advanced Methods in Machine Learning Applications: Johns Hopkins University
  • Machine Learning for Kyphosis Disease Classification: Coursera
  • Machine Learning with Databricks and MLflow: Pragmatic AI Labs
  • Data Warehousing Capstone Project: IBM
  • AI-900 MS Azure AI Fundamentals: EDUCBA
  • Snowflake Cloud Data Platform: Getting Started: Edureka
  • AI for Business Ethics & Financial Strategy Mastery: EDUCBA
  • Master Quality Models with CMMI: Analyze, Apply & Improve: EDUCBA
  • Ingesting FHIR Data with the Healthcare API: Google Cloud
  • Energy Modeling: Predicting & Optimizing Consumption: Coursera

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)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok