• 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
      U

      University of California, Davis

      Health Information Literacy for Data Analytics

      Skills you'll gain: Data Validation, Data Quality, Data Governance, Extract, Transform, Load, Data Dictionary, Health Information Management, Data Modeling, Health Informatics, Data Management, Data Cleansing, Data Integration, Metadata Management, Analytical Skills, Medical Records, Health Care, Analytics, Analysis, Health Systems, Data Integrity, Data Warehousing

      4.5
      Rating, 4.5 out of 5 stars
      ·
      276 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      University of Michigan

      Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript

      Skills you'll gain: 3D Modeling, Computer Graphics, Design Software, Technical Design, Design, Data Structures, Generative AI, Computer Programming, Scripting, Python Programming

      4.9
      Rating, 4.9 out of 5 stars
      ·
      100 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      Scrimba

      AI Engineering

      Skills you'll gain: Prompt Engineering, OpenAI, Generative AI Agents, Cloud Applications, API Gateway, Generative AI, Application Deployment, ChatGPT, Cloud Computing, Artificial Intelligence, Application Programming Interface (API), User Interface (UI), Image Analysis, Large Language Modeling, Continuous Deployment, AI Personalization, Data Ethics, Cloud Platforms, Open Source Technology, Software Engineering

      4.7
      Rating, 4.7 out of 5 stars
      ·
      203 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Capstone Project with Deep Learning

      Skills you'll gain: Keras (Neural Network Library), PyTorch (Machine Learning Library), Deep Learning, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      651 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Browser-based Models with TensorFlow.js

      Skills you'll gain: Tensorflow, JSON, Applied Machine Learning, Deep Learning, Image Analysis, Node.JS, Computer Vision, Javascript, Web Applications, Real Time Data, Machine Learning, Visualization (Computer Graphics), Data Transformation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      AI-Powered Software and System Design

      Skills you'll gain: Software Design Patterns, Large Language Modeling, Software Architecture, Database Management, Software Systems, System Design and Implementation, Configuration Management, Data Import/Export, Software Engineering, Database Design, Generative AI, Artificial Intelligence

      4.7
      Rating, 4.7 out of 5 stars
      ·
      142 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      N

      New York University

      Guided Tour of Machine Learning in Finance

      Skills you'll gain: Supervised Learning, Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Financial Modeling, Artificial Neural Networks, Reinforcement Learning, FinTech, Regression Analysis, Jupyter

      3.8
      Rating, 3.8 out of 5 stars
      ·
      679 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Y

      Yonsei University

      Valuation and Financial Analysis For Startups

      Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Cash Flows, Financial Analysis, Cash Flow Forecasting, Income Statement, Financial Modeling, Balance Sheet, Entrepreneurial Finance, Business Valuation, Return On Investment, Financial Forecasting, Project Finance, Market Analysis, Competitive Analysis, Finance, Decision Making, Risk Analysis, Investment Management

      4.4
      Rating, 4.4 out of 5 stars
      ·
      499 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Interest Rate Models

      Skills you'll gain: Derivatives, Risk Modeling, Market Data, Financial Market, Mathematical Modeling, Financial Modeling, Finance, Estimation, Applied Mathematics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      193 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      Emory University

      Forecasting Models for Marketing Decisions

      Skills you'll gain: Marketing Analytics, Customer Analysis, Customer Demand Planning, Marketing Effectiveness, Customer Insights, Forecasting, Predictive Analytics, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Marketing Budgets, Customer Acquisition Management, Customer Retention, Market Share, Regression Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      78 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Business Intelligence (BI) Essentials

      Skills you'll gain: Business Intelligence, Key Performance Indicators (KPIs), Business Analytics, Data Mining, Data Warehousing, Data-Driven Decision-Making, Data Analysis, Data Collection, Data Visualization, Data Integration, Data Wrangling, Data Modeling, Analytics, Data Processing, Business Metrics, Big Data, Extract, Transform, Load, Data Visualization Software, Data Cleansing, Information Privacy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      331 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Corporate Finance Institute

      Data Skills for Excel Professionals

      Skills you'll gain: Dashboard, Star Schema, Microsoft Excel, Data Transformation, Spreadsheet Software, Data Analysis Expressions (DAX), Pivot Tables And Charts, Excel Formulas, Consolidation, Data Visualization Software, Data Storytelling, Extract, Transform, Load, Data Analysis, Data Manipulation, Business Intelligence, Data Cleansing, Microsoft Power Platform, Data Modeling, Data Import/Export, Exploratory Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      122 reviews

      Beginner · Specialization · 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…656667…251

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

    • Health Information Literacy for Data Analytics: University of California, Davis
    • Design Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript: University of Michigan
    • AI Engineering: Scrimba
    • AI Capstone Project with Deep Learning : IBM
    • Browser-based Models with TensorFlow.js: DeepLearning.AI
    • AI-Powered Software and System Design: DeepLearning.AI
    • Guided Tour of Machine Learning in Finance: New York University
    • Valuation and Financial Analysis For Startups: Yonsei University
    • Interest Rate Models: École Polytechnique Fédérale de Lausanne
    • Forecasting Models for Marketing Decisions: Emory 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