• 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
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.
    Graduate level learning within reach.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Predictive Modeling Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Additive Manufacturing

      Skills you'll gain: Case Studies, Manufacturing Processes, Manufacturing and Production, Business Transformation, Technology Strategies, Technology Roadmaps, Emerging Technologies, Strategic Partnership, Business Modeling, Cost Benefit Analysis, Risk Analysis, Organizational Change

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      87 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Quantum Mechanics for Engineers

      Skills you'll gain: Estimation, Linear Algebra, Physics, Engineering Calculations, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Calculus, Differential Equations, Physical Science

      Build toward a degree

      4.4
      Rating, 4.4 out of 5 stars
      ·
      100 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      S

      Siemens

      Siemens NX Mastery: Advanced Design & Applications

      Skills you'll gain: Assembly Drawing, Finite Element Methods, Mechanical Design, Drafting and Engineering Design, 3D Modeling, Computer-Aided Design, Technical Design, Engineering Software, Simulations

      4.4
      Rating, 4.4 out of 5 stars
      ·
      32 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Advanced Topics in Derivative Pricing

      Skills you'll gain: Derivatives, Credit Risk, Financial Market, Capital Markets, Futures Exchange, Equities, Risk Analysis, Risk Management, Market Dynamics, Portfolio Management, Financial Modeling, Mathematical Modeling, Probability Distribution, Computer Programming

      4.4
      Rating, 4.4 out of 5 stars
      ·
      30 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      P

      Pontificia Universidad Católica de Chile

      Explorando la Energía Sustentable

      Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Sustainable Technologies, Sustainable Development, Systems Of Measurement, Physics, Climate Change Adaptation, Environmental Policy, Environmental Science, Electric Power Systems, Mathematical Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      727 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Everyday Excel, Part 3 (Projects)

      Skills you'll gain: Microsoft Excel, Data Validation, Excel Formulas, Analysis, Mathematical Modeling, Complex Problem Solving, Data Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      289 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Strategic Technology Management

      Skills you'll gain: Organizational Change, Innovation, Change Management, Business Modeling, Technology Strategies, Design Thinking, Product Lifecycle Management, New Product Development, Business Transformation, Product Development, Customer Insights, Organizational Strategy, Service Design, Business Strategy, Strategic Thinking, Customer experience strategy (CX), Cross-Functional Team Leadership, Product Management, Team Leadership, Organizational Effectiveness

      4.8
      Rating, 4.8 out of 5 stars
      ·
      115 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Computational Methods in Pricing and Model Calibration

      Skills you'll gain: Regression Analysis, Actuarial Science, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Risk Modeling, Financial Trading, Financial Systems, Mathematical Modeling, Numerical Analysis, Equities, Applied Mathematics, Financial Data, Correlation Analysis, Python Programming, Process Optimization, Probability Distribution

      4.4
      Rating, 4.4 out of 5 stars
      ·
      42 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Michigan

      Generative AI Essentials: Overview and Impact

      Skills you'll gain: ChatGPT, Generative AI, Responsible AI, Large Language Modeling, Natural Language Processing, Artificial Intelligence, Data Ethics, Technical Communication, Social Sciences, Regulation and Legal Compliance, Economics, Intellectual Property

      4.6
      Rating, 4.6 out of 5 stars
      ·
      271 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      UX (User Experience) Capstone

      Skills you'll gain: User Experience Design, User Research, Design Research, Usability Testing, Prototyping, Design, User Centered Design, Technical Communication, Wireframing, Storyboarding, Persona Development, Requirements Analysis, Adobe Photoshop

      4.7
      Rating, 4.7 out of 5 stars
      ·
      81 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Power BI Fundamentals

      Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Dashboard, Business Intelligence, Data Import/Export, Business Reporting, Interactive Data Visualization, Data Storytelling, Data Modeling, Data Transformation, Data Visualization Software, Data Analysis, Data Sharing, Sales, Key Performance Indicators (KPIs)

      4.9
      Rating, 4.9 out of 5 stars
      ·
      167 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      N

      National Taiwan University

      機器學習技法 (Machine Learning Techniques)

      Skills you'll gain: Classification And Regression Tree (CART), Random Forest Algorithm, Deep Learning, Feature Engineering, Applied Machine Learning, Artificial Neural Networks, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Dimensionality Reduction, Regression Analysis, Data Transformation

      4.9
      Rating, 4.9 out of 5 stars
      ·
      35 reviews

      Intermediate · Course · 3 - 6 Months

    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…116117118…259

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

    • Additive Manufacturing: University of Michigan
    • Quantum Mechanics for Engineers: University of Colorado Boulder
    • Siemens NX Mastery: Advanced Design & Applications: Siemens
    • Advanced Topics in Derivative Pricing: Columbia University
    • Explorando la Energía Sustentable: Pontificia Universidad Católica de Chile
    • Everyday Excel, Part 3 (Projects): University of Colorado Boulder
    • Strategic Technology Management: University of Illinois Urbana-Champaign
    • Computational Methods in Pricing and Model Calibration: Columbia University
    • Generative AI Essentials: Overview and Impact: University of Michigan
    • UX (User Experience) Capstone: University of Michigan

    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

    • Artificial Intelligence (AI)
    • Cybersecurity
    • Data Analytics
    • Digital Marketing
    • English Speaking
    • Generative AI (GenAI)
    • Generative AI
    • Microsoft Excel
    • Microsoft Power BI
    • Project Management
    • Python

    Certificates & Programs

    • Google Cybersecurity Certificate
    • Google Data Analytics Certificate
    • Google IT Support Certificate
    • Google Project Management Certificate
    • Google UX Design Certificate
    • IBM Data Analyst Certificate
    • IBM Data Science Certificate
    • Machine Learning Certificate
    • Microsoft Power BI Data Analyst Certificate
    • UI / UX Design Certificate

    Industries & Careers

    • Business
    • Computer Science
    • Data Science
    • Education & Teaching
    • Engineering
    • Finance
    • Healthcare
    • Human Resources (HR)
    • Information Technology (IT)
    • Marketing

    Career Resources

    • Career Aptitude Test
    • Examples of Strengths and Weaknesses for Job Interviews
    • High-Income Skills to Learn
    • How Does Cryptocurrency Work?
    • How to Highlight Duplicates in Google Sheets
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Preparing for the PMP Certification
    • Signs You Will Get the Job After an Interview
    • What Is Artificial Intelligence?

    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
    • Manage Cookie Preferences
    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