• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Predictive Modeling

Predictive Modeling Courses

Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

Popular Predictive Modeling Courses and Certifications


  • J

    Johns Hopkins University

    Integral Calculus through Data and Modeling

    Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Mathematical Modeling, Mathematical Software, Data Analysis, Probability, Geometry, Applied Mathematics, Mechanics, Graphing, Scientific Visualization, Spatial Data Analysis, Estimation, Probability & Statistics, Exploratory Data Analysis, Physics

    4.7 stars, 150 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (150) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Excel Modeling: Organize, Document & Retrieve

    Skills you'll gain: Version Control, Risk Management Framework, Risk Mitigation, Microsoft Excel, File Management, Financial Modeling, Document Control, Standard Operating Procedure, Information Management, Document Management, Records Management, Excel Formulas, Information Architecture, Operational Efficiency, Technical Documentation, Auditing, Process Improvement, Spreadsheet Software, Organizational Structure, Record Keeping

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Case Western Reserve University

    Case Studies in Geostatistical Modeling

    Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Geospatial Information and Technology, Data Cleansing, Data Analysis, Statistical Modeling, Statistical Analysis, Oil and Gas, Statistical Reporting, Estimation, Simulations, Simulation and Simulation Software, Data Integration

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apple Inc Financial Modeling: Analyze & Forecast

    Skills you'll gain: Financial Statements, Financial Modeling, Financial Analysis, Working Capital, Equities, Capital Expenditure, Financial Data, Business Valuation, Accounts Receivable, Finance, Analysis, Cash Flows, Corporate Finance, Risk Analysis, Investment Banking, Depreciation, Business, Estimation

    4.8 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Secure Your AI: Threat Modeling

    Skills you'll gain: AI Security, Threat Modeling, IT Security Architecture, Security Engineering, Security Architecture Review, Security Requirements Analysis, Threat Management, Data Flow Diagrams (DFDs), Security Controls, Data Security, Key Management, Cloud Management, Software Documentation, Managed Services, Risk Analysis, Authentications, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Advanced SPSS Data Analytics & Modeling

    Skills you'll gain: Dashboard Creation, Dashboard, SPSS (Software), SPSS, Descriptive Analytics, Data Transformation, Data Visualization, Advanced Analytics, Data Wrangling, Logistic Regression, Statistical Hypothesis Testing, Statistical Machine Learning, Data Manipulation, Regression Analysis, Analytics, Data Presentation, Correlation Analysis, Data Processing, Data Literacy, Data Analysis

    4.9 stars, 34 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (34) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Financial Modeling for IPO Valuation

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Revenue Forecasting, Financial Modeling, Financial Analysis, Financial Forecasting, Business Valuation, Investment Banking, Cash Flow Forecasting, Income Statement, Forecasting, Capital Expenditure, Corporate Finance, Finance, Analysis, Working Capital, Depreciation, Business, Banking, Research

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Cyber-Physical Systems: Modeling and Simulation

    Skills you'll gain: Systems Design, Model Based Systems Engineering, Simulation and Simulation Software, Cyber Engineering, Mathematical Modeling, Simulations, Network Model, Embedded Systems, Systems Analysis, Computational Logic, Digital Communications, Differential Equations

    4.6 stars, 56 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (56) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Houdini Procedural Modeling: Advanced Projects

    Skills you'll gain: 3D Modeling, 3D Assets, SketchUp (3D Modeling Software), Computer Graphics, Computer Graphic Techniques, Workflow Management, Mathematical Modeling, Model Optimization, Geometry, Asset Management, Digital Assets, Design

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Architectural Modeling and Texturing

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Image Quality, Functional Design, Design Elements And Principles, Graphical Tools, Model Optimization, Simulations

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Precalculus Review

    Skills you'll gain: Data Modeling, Graphing, Mathematical Modeling, Algebra, Trigonometry, Linear Algebra, Calculus, General Mathematics, Mathematical Software, Applied Mathematics, Geometry

    4.8 stars, 123 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (123) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    DCF Modeling and Company Valuation

    Skills you'll gain: Financial Modeling, Business Valuation, Finance, Financial Forecasting, Microsoft Excel, Cash Flow Forecasting, Cash Flows, Financial Analysis, Private Equity, Investment Banking, Financial Data, Equities, Data Modeling, Financial Market, Corporate Finance, Market Data, Estimation, Real Time Data, On-The-Job Training, Design

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
1…222324…399

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

  • Integral Calculus through Data and Modeling: Johns Hopkins University
  • Excel Modeling: Organize, Document & Retrieve: Coursera
  • Case Studies in Geostatistical Modeling: Case Western Reserve University
  • Apple Inc Financial Modeling: Analyze & Forecast: EDUCBA
  • Secure Your AI: Threat Modeling: Coursera
  • Apply Advanced SPSS Data Analytics & Modeling: EDUCBA
  • Financial Modeling for IPO Valuation: EDUCBA
  • Cyber-Physical Systems: Modeling and Simulation: University of California, Santa Cruz
  • Houdini Procedural Modeling: Advanced Projects: EDUCBA
  • Advanced Architectural Modeling and Texturing: Packt

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

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok