• 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


  • S

    STARWEAVER

    Cyber Risk Management Strategies

    Skills you'll gain: Threat Modeling, Risk Analysis, Cyber Risk, Governance Risk Management and Compliance, Cyber Governance, Cyber Security Strategy, Threat Management, Risk Modeling, Risk Management Framework, Risk Management, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Risk Mitigation, Governance, Vulnerability Assessments, Business Risk Management, Management Reporting, Analysis, Technical Communication

    Advanced · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Practical Pentesting

    Skills you'll gain: Penetration Testing, Cyber Security Assessment, Vulnerability Assessments, Security Testing, Data Security, Cybersecurity, Exploitation techniques, Test Tools, Authorization (Computing), Technical Documentation, Technical Writing, Requirements Analysis, Technical Communication

    Intermediate · Course · 1 - 3 Months

  • U

    University of Huddersfield

    Strategic Transformation & Global Strategy

    Skills you'll gain: Organizational Development, Case Studies, Business Leadership, Market Opportunities, Growth Strategies

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Explore LiDAR in 3D

    Skills you'll gain: Environmental Monitoring, Spatial Data Analysis, GIS Software, Scientific Visualization, Geospatial Information and Technology, Geographic Information Systems, Spatial Analysis, Geospatial Mapping, Data Visualization, Environmental Science, Model Evaluation, Data Validation, Verification And Validation, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Creating Derived Tables Using LookML

    Skills you'll gain: Looker (Software), Database Development, Database Design, Data Modeling, SQL, Test Tools, Data Visualization Software, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • U

    UiPath

    UiPath Agentic Automation Associate

    Skills you'll gain: Agentic Workflows, AI Orchestration, Prompt Patterns, AI Workflows, Generative AI, Robotic Process Automation, LLM Application, Context Engineering, Tool Calling, Model Evaluation, Context Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Learn to Choose the Right ML Model

    Skills you'll gain: Model Training, Model Deployment, MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning Methods, Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Feature Engineering, Statistical Machine Learning, Responsible AI, Regression Analysis, Classification Algorithms, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Microsoft Cybersecurity Architect Exam Ref SC-100

    Skills you'll gain: Endpoint Security, Zero Trust Network Access, IT Security Architecture, Data Security, Security Architecture Review, Security Strategy, Cloud Security, Cyber Security Strategy, Cloud Services, Microsoft Azure, Security Information and Event Management (SIEM), Cloud Platforms, Security Controls, Cybersecurity, Cyber Security Assessment, Threat Modeling, Cyber Threat Intelligence, Endpoint Detection and Response, Application Security, Cyber Security Policies

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • P

    Pearson

    Data Science Fundamentals Part 1: Unit 2

    Skills you'll gain: Extract, Transform, Load, Data Transformation, Data Integration, Web Scraping, Data Pipelines, Data Import/Export, JSON, Object Oriented Programming (OOP), Data Access, Extensible Markup Language (XML), Data Modeling, Data Collection, Extensible Languages and XML, Systems Integration, Application Programming Interface (API), Relational Databases

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Generative KI: Grundlegende Konzepte

    Skills you'll gain: Generative AI, Generative Model Architectures, Responsible AI, Google Cloud Platform, AI Security, Large Language Modeling, Machine Learning, Unstructured Data

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Blender Beginner's Bootcamp

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

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Optimize & Interface LLM Apps Effectively

    Skills you'll gain: LLM Application, Prompt Patterns, Token Optimization, Middleware, OpenAI API, Prompt Engineering Tools, User Interface (UI), Human Computer Interaction, Interaction Design, User Interface and User Experience (UI/UX) Design, UI/UX Research, Frontend Integration, Back-End Web Development

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
1…348349350…391

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

  • Cyber Risk Management Strategies: STARWEAVER
  • Practical Pentesting: Packt
  • Strategic Transformation & Global Strategy: University of Huddersfield
  • Explore LiDAR in 3D: Coursera
  • Creating Derived Tables Using LookML: Google Cloud
  • UiPath Agentic Automation Associate: UiPath
  • Learn to Choose the Right ML Model: Coursera
  • Microsoft Cybersecurity Architect Exam Ref SC-100: Packt
  • Data Science Fundamentals Part 1: Unit 2: Pearson
  • Generative KI: Grundlegende Konzepte: Google Cloud

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