• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Probabilistic Graphical Models

Probabilistic Graphical Models Courses

Probabilistic Graphical Models courses can help you learn Bayesian networks, Markov random fields, and inference algorithms. You can build skills in modeling uncertainty, reasoning under uncertainty, and making predictions based on incomplete data. Many courses introduce tools like TensorFlow Probability and PyMC3, which are used for implementing these models and performing complex calculations, enabling you to apply your knowledge to real-world data analysis and machine learning tasks.

Popular Probabilistic Graphical Models Courses and Certifications


  • P

    Packt

    Data Science Model Deployments and Cloud Computing on GCP

    Skills you'll gain: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Continuous Deployment, Application Performance Management, Continuous Integration, Google App Engine, Model Training, Site Reliability Engineering

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Privacy & Safety - Italiano

    Skills you'll gain: AI Security, Responsible AI, Information Privacy, Data Security, Federated Learning, Cloud Security, Generative AI, Google Cloud Platform, Personally Identifiable Information, Computer Security, Data Loss Prevention, Model Training, Encryption, Security Awareness

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    AWS Wickr Getting Started

    Skills you'll gain: Encryption, Amazon Web Services, Cryptographic Protocols, Telecommunications, Data Sharing, Collaborative Software

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Visualize and Alert AI Performance KPIs

    Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Visualization, Dashboard Creation, Key Performance Indicators (KPIs), System Monitoring, Performance Reporting, Performance Measurement, Performance Analysis, Business Intelligence, Data Visualization Software, Performance Metric, Business Intelligence Software, Continuous Monitoring, Cost Containment, Budget Management, Cost Management, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Advanced Matplotlib: Design & Customize Visualizations

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Data Presentation

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply HTML5 Game Development Concepts with Canvas

    Skills you'll gain: Responsive Web Design, Video Game Development, HTML and CSS, Cascading Style Sheets (CSS), Game Design, Web Design, Animation and Game Design, Hypertext Markup Language (HTML), Animations, Frontend Performance, Front-End Web Development, Web Development, Interactive Design, Web Applications, Computer Graphic Techniques, Event-Driven Programming, Computer Graphics, Javascript

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply Protocol-Oriented Programming in Swift Applications

    Skills you'll gain: Swift Programming, Apple iOS, iOS Development, Code Reusability, Software Design Patterns, Object Oriented Programming (OOP), Data Architecture, Mobile Development, Maintainability, Data Modeling, Object Oriented Design, Application Design, UI Components, Testability, Scalability

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply C Programming by Building an Employee Management App

    Skills you'll gain: Programming Principles, Data Modeling, System Programming, C and C++, Data Integrity, File Management, Application Development, Business Logic, Computational Logic, Data Maintenance

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering the Art of Isometric Room Design in Blender 3

    Skills you'll gain: 3D Modeling, Computer Graphics, 3D Assets, Computer Graphic Techniques, Visualization (Computer Graphics), Cinematography, Design Software, Image Quality, File Management

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Generative AI Application Integration Patterns

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Integrations, LLM Application, Prompt Engineering, ChatGPT, Cloud Solutions, AI Security, Cloud Development, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, Deep Learning, Scalability, Fine-tuning

    Beginner · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative AI Agents, Agentic Workflows, Document Management, Generative AI, Web Applications, Artificial Intelligence, Data Processing, Agentic systems, Application Programming Interface (API), Process Optimization, Automation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Validate Multimodal Data: Ensure Quality

    Skills you'll gain: Data Integrity, Verification And Validation, Record Keeping, Reconciliation, Debugging, Auditing

    Intermediate · Course · 1 - 4 Weeks

1…401402403…416

In summary, here are 10 of our most popular probabilistic graphical models courses

  • Data Science Model Deployments and Cloud Computing on GCP: Packt
  • Responsible AI for Developers: Privacy & Safety - Italiano: Google Cloud
  • AWS Wickr Getting Started: Amazon Web Services
  • Visualize and Alert AI Performance KPIs: Coursera
  • Advanced Matplotlib: Design & Customize Visualizations: EDUCBA
  • Apply HTML5 Game Development Concepts with Canvas: EDUCBA
  • Apply Protocol-Oriented Programming in Swift Applications: EDUCBA
  • Apply C Programming by Building an Employee Management App: EDUCBA
  • Mastering the Art of Isometric Room Design in Blender 3: Packt
  • Generative AI Application Integration Patterns: 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