• 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


  • Status: Preview
    Preview
    C

    Corporate Finance Institute

    Analyzing Growth Drivers & Business Risks

    Skills you'll gain: Financial Analysis, Risk Analysis, Financial Modeling, Competitive Analysis, Market Analysis, Business Strategy, Growth Strategies, Business Strategies, Business Analysis, Analysis, Business Risk Management, Market Share, Competitive Intelligence, Strategic Marketing, Strategic Planning

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IIMA - IIM Ahmedabad

    How to Transform Digitally?

    Skills you'll gain: Digital Transformation, Business Transformation, Stakeholder Engagement, Organizational Change, Change Management, Business Modeling, Technology Strategies, Enterprise Architecture, Cloud Computing Architecture, Governance, Business Technologies, Data-Driven Decision-Making, Workforce Development, Cybersecurity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 3 Months

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

    Starweaver

    AI Product & Process Excellence

    Skills you'll gain: Business Process Modeling, Responsible AI, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Google Gemini, Process Analysis, ChatGPT, Product Management, Generative AI, Sustainable Development, Generative AI Agents, Data Ethics, Sustainability Reporting, Prompt Engineering, Data Strategy, Business Strategy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Optical Efficiency and Resolution

    Skills you'll gain: Image Quality, Electrical and Computer Engineering, Image Analysis, System Design and Implementation, Numerical Analysis, Design Software, Simulation and Simulation Software, Mathematical Modeling, Applied Mathematics, Physics

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
    ·
    63 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Introduction to Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, Image Analysis, Prompt Engineering, Natural Language Processing, Deep Learning, Probability & Statistics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    129 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    商管研究中的賽局分析(一):通路選擇、合約制定與共享經濟 (Game Theoretic Analysis for Business Research (1))

    Skills you'll gain: Inventory Management System, Strategic Decision-Making, Business Research, Business Strategy, Game Theory, Competitive Analysis, Supply Chain Management, Business Modeling, Business Management, Market Dynamics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    46 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Introdução ao Controle Moderno

    Skills you'll gain: Control Systems, Matlab, Engineering Analysis, Simulations, Systems Analysis, System Design and Implementation, Mathematical Modeling, Differential Equations, Linear Algebra, Estimation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    52 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Applied Statistics for Data Analytics

    Skills you'll gain: Probability & Statistics, Statistical Analysis, Statistics, Data Visualization, Statistical Hypothesis Testing, Descriptive Statistics, Data Analysis, Statistical Methods, Probability Distribution, Correlation Analysis, Statistical Inference, Sampling (Statistics), Large Language Modeling, LLM Application

    4.9
    Rating, 4.9 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    SRS Documents: Requirements and Diagrammatic Notations

    Skills you'll gain: Software Design Documents, User Requirements Documents, Functional Requirement, Software Documentation, Unified Modeling Language, Requirements Analysis, System Requirements, Technical Documentation, Technical Writing, Data Modeling, Dataflow

    4.4
    Rating, 4.4 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Coding the Static Restaurant Site

    Skills you'll gain: Responsive Web Design, HTML and CSS, Bootstrap (Front-End Framework), Web Design and Development, Browser Compatibility, User Interface and User Experience (UI/UX) Design, User Experience Design, Requirements Analysis, Client Services, Javascript

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Tesla Stock Price Prediction using Facebook Prophet

    Skills you'll gain: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Interactive Data Visualization, Equities, Machine Learning, Data Manipulation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    142 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Roadmap para a Estratégia

    Skills you'll gain: Strategic Leadership, Strategic Marketing, Business Strategy, Stakeholder Analysis, Marketing, Leadership, Organizational Leadership, Business Leadership, Marketing Strategy and Techniques, Business Modeling, Business Strategies, Brand Strategy, Organizational Strategy, Business Ethics, Market Dynamics, Organizational Effectiveness, Corporate Strategy, Financial Analysis, Strategic Thinking, Financial Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Beginner · Specialization · 3 - 6 Months

Searches related to predictive modeling

predictive modeling, model fitting, and regression analysis
predictive modeling and machine learning with matlab
predictive modeling with logistic regression using sas
predictive modeling with python: apply & evaluate
predictive modeling and analytics
predictive modeling and transforming clinical practice
meaningful predictive modeling
introduction to predictive modeling
1…140141142…286

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

  • Analyzing Growth Drivers & Business Risks: Corporate Finance Institute
  • How to Transform Digitally?: IIMA - IIM Ahmedabad
  • AI Product & Process Excellence: Starweaver
  • Optical Efficiency and Resolution: University of Colorado Boulder
  • Introduction to Generative AI: University of Colorado Boulder
  • 商管研究中的賽局分析(一):通路選擇、合約制定與共享經濟 (Game Theoretic Analysis for Business Research (1)): National Taiwan University
  • Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica
  • Applied Statistics for Data Analytics: DeepLearning.AI
  • SRS Documents: Requirements and Diagrammatic Notations: University of Colorado System
  • Coding the Static Restaurant Site: Johns Hopkins 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

Skills

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • 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
  • Share your Coursera learning story

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