• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Predictive Modeling

    Predictive Modeling Courses Online

    Master predictive modeling for forecasting and decision-making. Learn to build and validate models using statistical techniques and machine learning.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Predictive Modeling Course Catalog

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Transmission electron microscopy for materials science

      Skills you'll gain: Engineering, Scientific, and Technical Instruments, Laboratory Equipment, Image Analysis, Engineering Calculations, Mathematical Modeling, Experimentation, Scientific Visualization, Applied Mathematics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      122 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      P

      Pontificia Universidad Católica de Chile

      Ingeniería de Tráfico

      Skills you'll gain: Civil Engineering, Control Systems, Mathematical Modeling, Engineering Calculations, Engineering Analysis, Simulations, Estimation, Spatial Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      449 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      A

      Amazon Web Services

      AWS Generative AI Applications

      Skills you'll gain: Prompt Engineering, AWS SageMaker, Generative AI, Data Ethics, Artificial Intelligence, Agentic systems, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Cloud Development, Cloud Applications, Public Cloud, Amazon Web Services, Solution Architecture, Product Development, New Product Development, Large Language Modeling, Computer Vision, Data Quality, Machine Learning, Data Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      66 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      Emory University

      Consulting Tools and Tips

      Skills you'll gain: Management Consulting, Consulting, Benchmarking, Business Research, Market Research, Competitive Analysis, Market Analysis, Microsoft Excel, Supply Chain, Data Modeling, Business Ethics, Business Strategy, Market Trend, Financial Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      348 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Virginia

      The Economics of AI

      Skills you'll gain: Economics, Artificial Intelligence, Economic Development, Socioeconomics, Behavioral Economics, Labor Relations, Market Dynamics, Automation, Policy Analysis, Production Process, Innovation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      50 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      EDHEC Business School

      Python and Machine Learning for Asset Management

      Skills you'll gain: Investment Management, Data Ethics, Asset Management, Portfolio Management, Statistical Machine Learning, Machine Learning, Applied Machine Learning, Financial Modeling, Market Trend, Supervised Learning, Predictive Modeling, Regression Analysis, Trend Analysis, Feature Engineering, Unsupervised Learning, Business Ethics, Risk Management, Dimensionality Reduction, Computer Science

      3.1
      Rating, 3.1 out of 5 stars
      ·
      329 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Medical Technology and Evaluation

      Skills you'll gain: Clinical Trials, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Health Policy, Payment Systems, Health Technology, Medical Science and Research, Health Information Management and Medical Records, Health Assessment, Risk Analysis, Pharmaceuticals, Predictive Modeling, Regulatory Compliance

      4.5
      Rating, 4.5 out of 5 stars
      ·
      290 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Michigan

      Real Estate Development: Building Value in Your Community

      Skills you'll gain: Real Estate, Financial Modeling, Financial Analysis, Feasibility Studies, Budgeting, Project Finance, Community Development, Due Diligence, Commercial Real Estate, Property Management, Project Management, Risk Management, Stakeholder Management, Return On Investment, Cash Flows, Market Research

      4.9
      Rating, 4.9 out of 5 stars
      ·
      40 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      N

      NIIT

      RESTful Microservices Using Node.js and Express

      Skills you'll gain: Node.JS, API Gateway, MySQL, Microservices, Restful API, Data Modeling, NoSQL, Database Systems, MongoDB, API Design, Software Documentation, Unit Testing, SQL, Server Side, Database Design, JavaScript Frameworks, Relational Databases, Application Deployment, Javascript, Software Architecture

      3.7
      Rating, 3.7 out of 5 stars
      ·
      114 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      N

      Northwestern University

      Modern Robotics, Course 3: Robot Dynamics

      Skills you'll gain: Mathematical Modeling, Torque (Physics), Simulations, Automation Engineering, Engineering Analysis, Mechanics, Engineering Calculations, Differential Equations, Control Systems, Algorithms, Applied Mathematics, Calculus, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      169 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Scenario and Root Cause Analysis with Generative AI

      Skills you'll gain: Root Cause Analysis, Problem Management, Risk Analysis, Risk Management, Generative AI, Trend Analysis, Data-Driven Decision-Making, Strategic Thinking, Power BI, Strategic Decision-Making, Forecasting, Data Analysis, Scenario Testing, Data Ethics, Artificial Intelligence, Business Intelligence, Strategic Planning, Simulation and Simulation Software

      4.7
      Rating, 4.7 out of 5 stars
      ·
      11 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Colorado Boulder

      Introduction to Generative AI

      Skills you'll gain: Generative AI, Large Language Modeling, Deep Learning, ChatGPT, Image Analysis, Artificial Neural Networks, Machine Learning Methods, Natural Language Processing, Probability & Statistics

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      112 reviews

      Intermediate · Course · 1 - 4 Weeks

    Predictive Modeling learners also search

    Predictive Analytics
    Data Modeling
    Statistical Modeling
    Beginner Predictive Analytics
    Predictive Analytics Projects
    Advanced Predictive Analytics
    Advanced R Programming
    Statistics
    1…838485…252

    In summary, here are 10 of our most popular predictive modeling courses

    • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
    • Ingeniería de Tráfico: Pontificia Universidad Católica de Chile
    • AWS Generative AI Applications: Amazon Web Services
    • Consulting Tools and Tips: Emory University
    • The Economics of AI: University of Virginia
    • Python and Machine Learning for Asset Management : EDHEC Business School
    • Medical Technology and Evaluation: University of Minnesota
    • Real Estate Development: Building Value in Your Community: University of Michigan
    • RESTful Microservices Using Node.js and Express: NIIT
    • Modern Robotics, Course 3: Robot Dynamics: Northwestern University

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok