• 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
      Y

      Yonsei University

      Applying Investment Decision Rules for Startups

      Skills you'll gain: Capital Budgeting, Financial Analysis, Cost Benefit Analysis, Return On Investment, Investment Management, Financial Modeling, Cash Flows, Project Finance, Project Estimation, Decision Making, Depreciation, Microsoft Excel

      4.6
      Rating, 4.6 out of 5 stars
      ·
      87 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Machine Learning Algorithms with Python in Business Analytics

      Skills you'll gain: Business Analytics, Regression Analysis, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Data Processing, Predictive Modeling, Machine Learning, Workflow Management, Python Programming, Supervised Learning

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      38 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Statistical Methods for Computer Science

      Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Combinatorics, Bayesian Network, Statistical Hypothesis Testing, Data Analysis, R (Software), Probability, Statistics, Probability & Statistics, Statistical Methods, Bayesian Statistics, Social Network Analysis, Applied Mathematics, Probability Distribution, Simulations, Data Science

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      Dartmouth College

      Fundamentals of Digital Transformation

      Skills you'll gain: Digital Transformation, Business Transformation, Customer experience strategy (CX), Business Technologies, Technology Strategies, Data Ethics, Internet Of Things, Emerging Technologies, Automation, Case Studies, Technology Solutions, Cloud Computing, Law, Regulation, and Compliance, Business Strategy, Cybersecurity, Business Ethics, Artificial Intelligence, Predictive Analytics

      4.9
      Rating, 4.9 out of 5 stars
      ·
      18 reviews

      Beginner · Course · 1 - 3 Months

    • T

      The Chinese University of Hong Kong

      Solving Algorithms for Discrete Optimization

      Skills you'll gain: Operations Research, Computational Logic, Advanced Mathematics, Combinatorics, Algorithms, Applied Mathematics, Graph Theory, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Program Development, Performance Tuning, Linear Algebra

      4.8
      Rating, 4.8 out of 5 stars
      ·
      44 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Physics of Waves and Optics

      Skills you'll gain: Physics, Mechanics, Engineering Calculations, Vibrations, Materials science, Applied Mathematics, Physical Science, Trigonometry, Mathematical Modeling, Advanced Mathematics, Calculus, Differential Equations, Linear Algebra, Problem Solving

      4.7
      Rating, 4.7 out of 5 stars
      ·
      16 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Swift 5 iOS Application Developer

      Skills you'll gain: Model View Controller, Apple iOS, JSON, Swift Programming, Apple Xcode, iOS Development, Responsive Web Design, Data Structures, Object Oriented Programming (OOP), Unit Testing, Programming Principles, Apple software proficiency, Transaction Processing, Mobile Development, User Interface (UI), Application Development, UI Components, Application Programming Interface (API), Data Storage, Data Modeling

      4.4
      Rating, 4.4 out of 5 stars
      ·
      910 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      T

      Tecnológico de Monterrey

      Diseño e innovación de modelo de negocios

      Skills you'll gain: Business Modeling, Design Thinking, Business Process, Storytelling, Business Strategies, Strategic Planning, Innovation, Entrepreneurship, Systems Thinking, New Business Development, Shared Media, Oral Expression, Presentations, Business Research, Data Storytelling, Process Analysis, Professional Networking, Competitive Analysis, Value Propositions, Market Opportunities

      4.6
      Rating, 4.6 out of 5 stars
      ·
      73 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      P

      Pontificia Universidad Católica del Perú

      Fundamentos del Modelo de Negocio Canvas

      Skills you'll gain: Business Modeling, Strategic Partnership, Business Planning, Business Strategy, Entrepreneurship, Value Propositions, Target Market, Business Process, Customer Analysis, Market Opportunities, Revenue Management, Customer Relationship Management, Resource Management, Cost Accounting

      4.8
      Rating, 4.8 out of 5 stars
      ·
      197 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Mi nueva empresa: los siguientes pasos

      Skills you'll gain: Team Building, New Product Development, Leadership Development, Business Development, Entrepreneurship, Performance Analysis, Innovation, Business Strategy, Strategic Thinking, Business Modeling, Business Analysis, Business Communication, Growth Strategies

      4.9
      Rating, 4.9 out of 5 stars
      ·
      36 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      N

      National Taiwan University

      基礎光學一 (Introduction to Optics (1))

      Skills you'll gain: Experimentation, Physics, Medical Imaging, Engineering, Scientific, and Technical Instruments, Mathematical Modeling, Physical Science, Scientific Methods, Applied Mathematics, Scientific Visualization

      4.6
      Rating, 4.6 out of 5 stars
      ·
      71 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free
      Free
      U

      Universidad Peruana de Ciencias Aplicadas

      Voces de cambio social

      Skills you'll gain: Design Thinking, Business Modeling, Needs Assessment, Professional Networking, Human Centered Design, Entrepreneurship, Action Oriented, Sustainable Development, Planning, Community Development, Ideation, Self-Motivation, Growth Strategies

      4.8
      Rating, 4.8 out of 5 stars
      ·
      571 reviews

      Beginner · Course · 1 - 3 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…136137138…262

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

    • Applying Investment Decision Rules for Startups: Yonsei University
    • Machine Learning Algorithms with Python in Business Analytics: University of Illinois Urbana-Champaign
    • Statistical Methods for Computer Science: Johns Hopkins University
    • Fundamentals of Digital Transformation: Dartmouth College
    • Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
    • Physics of Waves and Optics: Rice University
    • Swift 5 iOS Application Developer: LearnQuest
    • Diseño e innovación de modelo de negocios: Tecnológico de Monterrey
    • Fundamentos del Modelo de Negocio Canvas: Pontificia Universidad Católica del Perú
    • Mi nueva empresa: los siguientes pasos : Universidad de los Andes

    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