• 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


  • E

    EDUCBA

    Houdini Destruction: Build, Fracture & Simulate

    Skills you'll gain: 3D Assets, Post-Production, 3D Modeling, Animation and Game Design, Simulations, Computer Graphic Techniques, Animations, Computer Graphics, Model Optimization, Debugging

    Mixed · Course · 1 - 3 Months

  • L

    Logical Operations

    Tableau Desktop: Part 2

    Skills you'll gain: Tableau Software, Data Analysis, Data Visualization Software, Dashboard Creation, Spreadsheet Software, Data Presentation, Dashboard, Trend Analysis, Statistical Visualization, Data Visualization, Interactive Data Visualization, Microsoft Excel, Data Transformation, Predictive Analytics, Statistical Analysis, Forecasting, Microsoft PowerPoint, Microsoft Office, Productivity Software, Data Management

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Build a Hospital Management System with Entity Framework

    Skills you'll gain: Data Validation, Object-Relational Mapping, Database Design, Back-End Web Development, Data Modeling, Data Integrity, Health Informatics, Database Development, Program Development, Application Development, Software Architecture, Application Frameworks, Database Application, Database Systems, Operational Databases, Data Persistence, Database Management Systems, Health Care, Database Management, .NET Framework

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AI Demystified - A Simple Guide for Newcomers

    Skills you'll gain: Machine Learning Methods, Machine Learning Algorithms, AI Security, AI literacy, Supervised Learning, Large Language Modeling, Generative AI, Model Training, Reinforcement Learning

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Finalizing, Rendering, and Presenting Your Victorian Scene

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Technical Design, Model Optimization, Art History, Image Quality, Aesthetics

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Connect and Transform External Data Seamlessly

    Skills you'll gain: OAuth, JSON, Data Wrangling, Application Programming Interface (API), Secure Coding, Application Security

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Business Analysis Frameworks for Project Managers

    Skills you'll gain: Product Roadmaps, Backlogs, Stakeholder Communications, Business Analysis, Requirements Elicitation, Business Analysis Tools, Stakeholder Management, Business Requirements, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Verification And Validation, Requirements Analysis, Product Management, Requirements Management, Release Management, Milestones (Project Management), Project Management, Communication Planning, Project Planning, Agile Methodology

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: Data)

    Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Orchestration, AI Integrations, Advanced Analytics, Enterprise Architecture, Automation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Scalability, Performance Tuning, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northwestern University

    현대 로봇공학, 강좌 3: 로봇 동역학

    Skills you'll gain: Robotics, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Mechanical Engineering, Numerical Analysis, Mechanics, Torque (Physics), Model Optimization, Algorithms, Control Systems, Applied Mathematics, Differential Equations

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Advanced Redis Data Structures & Messaging Patterns

    Skills you'll gain: Redis, NoSQL, Real Time Data, Data Structures, Event-Driven Programming, Scalability, Big Data, Query Languages, Data Modeling

    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

  • C

    Coursera

    Evaluating LLM Performance and Efficiency

    Skills you'll gain: Product Requirements, Prompt Engineering, Prompt Patterns, LLM Application, Product Lifecycle Management, Process Design, Process Mapping, Token Optimization, User Requirements Documents, MLOps (Machine Learning Operations), Operational Efficiency, Business Process Automation, Product Management, Large Language Modeling, Model Optimization, Process Driven Development, Cost Containment, Process Optimization, Key Performance Indicators (KPIs), Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

1…337338339…359

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

  • Houdini Destruction: Build, Fracture & Simulate: EDUCBA
  • Tableau Desktop: Part 2: Logical Operations
  • Build a Hospital Management System with Entity Framework: EDUCBA
  • AI Demystified - A Simple Guide for Newcomers: Packt
  • Finalizing, Rendering, and Presenting Your Victorian Scene: Packt
  • Connect and Transform External Data Seamlessly: Coursera
  • Business Analysis Frameworks for Project Managers: LearnKartS
  • Agentic AI Content for Practitioners (Teams: Data): Coursera
  • 현대 로봇공학, 강좌 3: 로봇 동역학: Northwestern University
  • Apply Advanced Redis Data Structures & Messaging Patterns: 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