• 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: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Data Engineers

      Skills you'll gain: Prompt Engineering, Generative AI, Extract, Transform, Load, Data Pipelines, ChatGPT, Data Ethics, Data Mining, Data Migration, Data Warehousing, Data Infrastructure, Data Architecture, Artificial Intelligence, Database Design, Large Language Modeling, Data Synthesis, Data Analysis, Technical Writing, Data Cleansing, Image Analysis, Content Creation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Predictive Modeling and Transforming Clinical Practice

      Skills you'll gain: Clinical Data Management, Predictive Modeling, Intensive Care Unit, Risk Modeling, Qualitative Research, Data Modeling, Usability Testing, Health Informatics, Data Analysis, Decision Support Systems, Electronic Medical Record

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      The Path to Insights: Data Models and Pipelines

      Skills you'll gain: Extract, Transform, Load, Data Modeling, Data Pipelines, Database Design, Data Warehousing, Data Storage, Database Management, Data Management, Performance Tuning, Data Mart, Business Intelligence, Data Validation, Star Schema, SQL, Data Transformation, Data Quality, Performance Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      662 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      O

      O.P. Jindal Global University

      Prescriptive Analytics

      Skills you'll gain: Operations Research, Business Analytics, Mathematical Modeling, Network Model, Advanced Analytics, Analytical Skills, Data-Driven Decision-Making, Microsoft Excel, Business Modeling, Classification And Regression Tree (CART), Financial Analysis, Machine Learning, Bayesian Statistics, Decision Making, Resource Allocation, Artificial Neural Networks

      Build toward a degree

      Beginner · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Agentic AI and AI Agents for Leaders

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Agentic systems, Generative AI Agents, OpenAI, Data Ethics, Organizational Leadership, AI Personalization, Business Process Automation, Technical Management, Leadership and Management, Automation, Artificial Intelligence, Large Language Modeling, Program Implementation, Business Transformation, Digital Transformation, Project Implementation, Application Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      7.2K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Financial Engineering and Risk Management

      Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Portfolio Management, Investment Management, Asset Management, Market Liquidity, Mortgage Loans, Credit Risk, Applied Mathematics, Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Equities, Regression Analysis, Numerical Analysis, Capital Markets, Futures Exchange, Risk Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      387 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Prompt Engineering

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Data Visualization Software, Microsoft Excel, Data Analysis, Artificial Intelligence, Data Ethics, Large Language Modeling, Data Transformation, Data Processing, Human Machine Interfaces, Data Import/Export, Technical Communication, Automation, Risk Management Framework, Application Development, Verification And Validation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      7.3K reviews

      Beginner · Specialization · 1 - 3 Months

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

      Multiple educators

      Generative AI for Growth Marketing

      Skills you'll gain: Data-Driven Decision-Making, Artificial Intelligence, Large Language Modeling, Content Creation, Customer experience improvement, Technical Writing, Target Audience, Business Ethics, Image Analysis, Virtual Environment

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Generative AI Automation

      Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Data Visualization Software, Microsoft Excel, Artificial Intelligence, Data Analysis, Data Ethics, AI Personalization, Large Language Modeling, Data Transformation, Data Processing, Human Machine Interfaces, Data Import/Export, Image Analysis, Mobile Development, Technical Communication, Emerging Technologies, Innovation, Computer Vision

      4.8
      Rating, 4.8 out of 5 stars
      ·
      7.4K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      AI Agents and Agentic AI in Python: Powered by Generative AI

      Skills you'll gain: Prompt Engineering, ChatGPT, Agentic systems, Generative AI Agents, Generative AI, Artificial Intelligence, Large Language Modeling, Software Development, Application Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Business Analytics

      Skills you'll gain: People Analytics, Customer Analysis, Marketing Analytics, Customer Insights, Business Analytics, Financial Statement Analysis, Analytics, Data-Driven Decision-Making, Operational Analysis, Descriptive Analytics, Predictive Analytics, Performance Measurement, Financial Analysis, Peer Review, Workforce Planning, Human Resources Management and Planning, Talent Management, Consumer Behaviour, Data Analysis, Financial Accounting

      4.6
      Rating, 4.6 out of 5 stars
      ·
      18K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM AI Engineering

      Skills you'll gain: Prompt Engineering, Large Language Modeling, PyTorch (Machine Learning Library), Unsupervised Learning, Keras (Neural Network Library), Feature Engineering, Generative AI, Supervised Learning, Deep Learning, Natural Language Processing, Reinforcement Learning, Applied Machine Learning, Generative AI Agents, Scikit Learn (Machine Learning Library), Artificial Neural Networks, Jupyter, Machine Learning Algorithms, Python Programming, Machine Learning, Data Science

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      21K reviews

      Intermediate · Professional Certificate · 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
    1234…253

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

    • Generative AI for Data Engineers: IBM
    • Predictive Modeling and Transforming Clinical Practice: University of Colorado System
    • The Path to Insights: Data Models and Pipelines: Google
    • Prescriptive Analytics: O.P. Jindal Global University
    • Agentic AI and AI Agents for Leaders: Vanderbilt University
    • Financial Engineering and Risk Management: Columbia University
    • Prompt Engineering: Vanderbilt University
    • Generative AI for Growth Marketing: Starweaver
    • Generative AI Automation: Vanderbilt University
    • AI Agents and Agentic AI in Python: Powered by Generative AI: Vanderbilt 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
    • 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