• 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


  • G

    Google Cloud

    生成式 AI 代理:實現組織轉型

    Skills you'll gain: Generative AI Agents, Prompt Engineering, Google Gemini, Generative AI, Gemini, AI Enablement, AI Product Strategy, Prompt Engineering Tools, Google Cloud Platform, AI Integrations, Agentic systems, Organizational Strategy, Innovation, Organizational Change, Large Language Modeling, Proxy Servers, Customer Engagement

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Canvas de propuesta de valor con Miro

    Skills you'll gain: Value Propositions, Miro AI, Collaborative Software, Business Modeling, Productivity Software, Virtual Teams, Process Development, Customer Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Build Robust Java ML Models with Entropy

    Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Créer un Business Model Canvas avec Miro

    Skills you'll gain: Business Modeling, Presentations, Collaborative Software, Entrepreneurship, Brainstorming, Value Propositions, Design Thinking, Graphic Design, Customer Analysis, Revenue Management

    Beginner · Guided Project · Less Than 2 Hours

  • T

    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Evaluate and Apply Ethical AI Models

    Skills you'll gain: Large Language Modeling

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    GitHub: Governing AI-Generated Code

    Skills you'll gain: GitHub Copilot, AI Security, Code Review, Secure Coding, Anthropic Claude, Security Testing, LLM Application, OpenAI API, Generative AI, Large Language Modeling, Open Web Application Security Project (OWASP), Verification And Validation, AI Workflows, Generative AI Agents, Responsible AI, Vulnerability Scanning, AI Enablement, Model Evaluation, GitHub, Application Security

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Advanced Cassandra Collections for Scalable Models

    Skills you'll gain: Data Modeling, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • S

    Skillshare

    3D Lighting 101 with Nomad Sculpt

    Skills you'll gain: 3D Modeling, 3D Assets, Color Theory, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Visual Storytelling, Image Quality

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Houdini Cloth Simulation: Design & Animate FX

    Skills you'll gain: Animation and Game Design, 3D Assets, Animations, 3D Modeling, Computer Graphic Techniques, Simulations, Computer Graphics

    Mixed · Course · 1 - 3 Months

  • C

    CertNexus

    DSBIZ (Exam DSZ-210)

    Skills you'll gain: Customer experience improvement, Data-Driven Marketing, Data Strategy, Marketing Analytics, Data Literacy, Customer Insights, Business Analytics, Business Intelligence, Data Science, Operational Efficiency, Marketing, Data Ethics, Analytics, Customer Service, Big Data, Descriptive Analytics, Business Strategy, Data Collection, Predictive Analytics, Governance

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Interactive Dashboards for Meaningful Insights

    Skills you'll gain: Dashboard, Dashboard Creation, Key Performance Indicators (KPIs), Conversion Funnel Analysis, Interactive Data Visualization, Requirements Elicitation, Data Storytelling, Requirements Analysis, Functional Specification, Business Requirements, Stakeholder Analysis, Technical Documentation, Self Service Technologies

    Intermediate · Course · 1 - 4 Weeks

1…349350351…359

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

  • 生成式 AI 代理:實現組織轉型: Google Cloud
  • Canvas de propuesta de valor con Miro: Coursera
  • Build Robust Java ML Models with Entropy: Coursera
  • Créer un Business Model Canvas avec Miro: Coursera
  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
  • Evaluate and Apply Ethical AI Models: Coursera
  • GitHub: Governing AI-Generated Code: Pragmatic AI Labs
  • Apply Advanced Cassandra Collections for Scalable Models: EDUCBA
  • 3D Lighting 101 with Nomad Sculpt: Skillshare
  • Houdini Cloth Simulation: Design & Animate FX: 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

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