• 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 Colorado Boulder

      Algorithms for Battery Management Systems

      Skills you'll gain: Simulations, Estimation, Electrical Power, Electrical Engineering, Electrical Systems, Power Electronics, Failure Analysis, Electronic Components, Thermal Management, Control Systems, High Voltage, Probability, Electronic Systems, Mathematical Modeling, Energy and Utilities, Basic Electrical Systems, Applied Mathematics, Laboratory Testing, Simulation and Simulation Software, Numerical Analysis

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.6K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Machine Learning and Data Analytics Part 1

      Skills you'll gain: Exploratory Data Analysis, Data Mining, Dimensionality Reduction, Machine Learning Algorithms, Regression Analysis, Data Science, Big Data, Data-Driven Decision-Making, Data Processing, Data Analysis, Feature Engineering, Analytics, Predictive Modeling, Classification And Regression Tree (CART), Statistical Methods, Supervised Learning, Data Transformation, Data Cleansing, Machine Learning, Data Visualization Software

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Maryland, College Park

      Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship

      Skills you'll gain: Business Modeling, Strategic Decision-Making, Entrepreneurship, Market Opportunities, Ideation, Innovation, Business Strategies, Customer Insights, Market Analysis, New Business Development, Competitive Analysis, Value Propositions

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      G

      Georgia Institute of Technology

      Applications in Engineering Mechanics

      Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Analysis, Mechanical Engineering, Mechanics, Engineering

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.2K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Michigan State University

      Developing An Entrepreneurial Mindset: First Step Towards Success

      Skills you'll gain: Entrepreneurship, Market Opportunities, Lean Methodologies, Growth Mindedness, New Business Development, Creative Thinking, Personal Development, Self-Awareness, Business Modeling, Business, Business Risk Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      937 reviews

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Pearson

      Cybersecurity Prevention and Detection: Unit 3

      Skills you'll gain: Incident Response, Threat Modeling, Threat Detection, Computer Security Incident Management, Malware Protection, Cybersecurity, Cyber Attacks, Network Analysis, Microsoft Windows, Operating Systems, Virtual Environment

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      É

      École Polytechnique Fédérale de Lausanne

      Functional Programming Principles in Scala

      Skills you'll gain: Scala Programming, Programming Principles, Object Oriented Programming (OOP), Functional Design, Software Design Patterns, Computer Programming, Data Structures, Integrated Development Environments, Javascript, Algorithms, Computational Thinking

      4.8
      Rating, 4.8 out of 5 stars
      ·
      8.3K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Pearson

      Introduction to Transformer Models for NLP: Unit 2

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative Model Architectures, Text Mining, Semantic Web

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      Skillshare

      Design a 3D Video Game in Unreal Engine

      Skills you'll gain: Unreal Engine, Prototyping, Animation and Game Design, 3D Assets, Video Game Development, Virtual Environment, 3D Modeling, Game Design, Animations, Computer Graphics, Computer Graphic Techniques, Motion Graphics, Data Import/Export, Interactive Design, User Interface (UI), Timelines

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      EDUCBA

      Unity Advanced Game Development, Physics & GUI

      Skills you'll gain: Unity Engine, Scripting, User Interface (UI), Torque (Physics), Responsive Web Design, User Interface (UI) Design, Object Oriented Programming (OOP), C# (Programming Language), Game Design, Animation and Game Design, Animations, Interactive Design, Video Game Development, Mechanics, Simulations, Event-Driven Programming, Mathematical Modeling, Physics, Debugging, Linear Algebra

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      EDUCBA

      AI with Python: Apply & Implement ML Models

      Skills you'll gain: Dimensionality Reduction, PyTorch (Machine Learning Library), Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Intelligence, Data Manipulation, Data Cleansing, Jupyter, Feature Engineering, Python Programming, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Matplotlib, Supervised Learning, Exploratory Data Analysis, Unsupervised Learning, Statistical Analysis

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google

      The Nuts and Bolts of Machine Learning

      Skills you'll gain: Feature Engineering, Applied Machine Learning, Advanced Analytics, Machine Learning, Unsupervised Learning, Workflow Management, Data Ethics, Supervised Learning, Data Validation, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Python Programming, Performance Tuning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      558 reviews

      Advanced · 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…515253…259

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

    • Algorithms for Battery Management Systems: University of Colorado Boulder
    • Machine Learning and Data Analytics Part 1: Northeastern University
    • Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship: University of Maryland, College Park
    • Applications in Engineering Mechanics: Georgia Institute of Technology
    • Developing An Entrepreneurial Mindset: First Step Towards Success : Michigan State University
    • Cybersecurity Prevention and Detection: Unit 3: Pearson
    • Functional Programming Principles in Scala: École Polytechnique Fédérale de Lausanne
    • Introduction to Transformer Models for NLP: Unit 2: Pearson
    • Design a 3D Video Game in Unreal Engine: Skillshare
    • Unity Advanced Game Development, Physics & GUI: EDUCBA

    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
    • 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