• 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


  • U

    University of Colorado Boulder

    Averaged-Switch Modeling and Simulation

    Skills you'll gain: Power Electronics, Electrical Engineering, Control Systems, Electronics Engineering, Simulation and Simulation Software, Simulations, Mathematical Modeling, Electrical Power, Engineering Analysis, Verification And Validation, Systems Analysis

    ★ 4.7 (89) · Intermediate · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Business Analysis Excel Tools and CCBA Training

    Skills you'll gain: Project Risk Management, Business Analysis, Project Management, Risk Management, Project Planning, Data Visualization, Agile Methodology, Agile Project Management, Microsoft Excel, Cost Management, Data Presentation, Interactive Data Visualization, Stakeholder Engagement, Excel Formulas, Business Analytics, Stakeholder Management, Business Requirements, Solution Design, Data Analysis, Data Validation

    ★ 4.3 (52) · Beginner · Specialization · 1 - 3 Months

  • U

    Università di Napoli Federico II

    English for Business B1

    Skills you'll gain: Presentations, Sales Presentations, Oral Expression, Business Communication, Business Correspondence, Verbal Communication Skills, Negotiation, Workplace inclusivity, Business Writing, English Language, Interviewing Skills, Data Visualization, Writing, Communication, Report Writing, Taking Meeting Minutes, Recruitment, Interpersonal Communications, Vocabulary

    ★ 4.6 (32) · Intermediate · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Chat with Your Data: Generative AI-Powered SQL Data Analysis

    Skills you'll gain: SQL, Generative AI, AI literacy, Data Visualization, Interactive Data Visualization, Query Languages, Prompt Patterns, Data Literacy, Data Analysis, Debugging, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases, Context Engineering, Data Validation, Context Management, Code Reusability

    ★ 4.8 (78) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Azure Machine Learning for Data Scientists

    Skills you'll gain: Responsible AI, Microsoft Azure, Unsupervised Learning, Databricks, MLOps (Machine Learning Operations), Applied Machine Learning, Classification Algorithms, Model Training, Regression Analysis, Scikit Learn (Machine Learning Library), Predictive Modeling, Model Deployment, Cloud Management, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Supervised Learning, Machine Learning Algorithms, Data Pipelines, Data Transformation

    ★ 4.3 (178) · Intermediate · Course · 1 - 4 Weeks

  • U

    Università di Napoli Federico II

    Autonomous Vehicle Engineering

    Skills you'll gain: NoSQL, Apache Hadoop, Control Systems, Apache Hive, Big Data, Machine Controls, Simulation and Simulation Software, Model Based Systems Engineering, Database Systems, Artificial Intelligence, Data Architecture, Data Infrastructure, Mechanical Engineering, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Systems Architecture, Simulations, Global Positioning Systems, Business Intelligence, Robotics

    ★ 4.2 (87) · Beginner · Specialization · 1 - 3 Months

  • S

    Skillshare

    Complete Beginners Guide to Blender 3D

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Autodesk, Graphical Tools, Timelines, Graphics Software, UI Components, User Interface (UI), File Management, Software Versioning, Software Installation

    ★ 4.3 (16) · Mixed · Course · 1 - 3 Months

  • D

    Deep Teaching Solutions

    Uncommon Sense Teaching: Teaching Online

    Skills you'll gain: Education and Training, Blended Learning, Interactive Learning, Course Development, Student Engagement, Instructional Strategies, Digital pedagogy, Teaching, Pedagogy, Learning Strategies, Learning Theory, Education Software and Technology, Discussion Facilitation, Higher Education, Collaborative Software, Driving engagement

    ★ 4.9 (66) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling

    ★ 4.7 (108) · Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Google Chat

    Skills you'll gain: Google Workspace, Collaborative Software, Collaboration, Productivity Software, Internal Communications, Business Communication, Communication, Business Solutions, Spreadsheet Software

    ★ 4.6 (60) · Beginner · Course · 1 - 3 Months

  • M

    McMaster University

    Finance For Everyone: Value

    Skills you'll gain: Finance, Financial Analysis, Financial Market, Project Finance, Cash Flows, Financial Modeling, General Finance, Investments, Investment Management, Business Valuation, Cash Flow Forecasting, Financial Data, Risk Modeling, Return On Investment, Capital Budgeting, Risk Management, Market Dynamics, Risk Analysis, Decision Making, Case Studies

    ★ 4.7 (252) · Mixed · Course · 1 - 4 Weeks

  • S

    Scrimba

    Intro to Claude AI

    Skills you'll gain: Anthropic Claude, Prompt Engineering, LLM Application, Generative AI, Large Language Modeling, Multimodal Prompts, Cloud API, AI literacy, Artificial Intelligence, Responsible AI, Application Programming Interface (API), Cloud Deployment

    ★ 4.3 (34) · Intermediate · Course · 1 - 4 Weeks

1…165166167…419

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

  • Averaged-Switch Modeling and Simulation: University of Colorado Boulder
  • Business Analysis Excel Tools and CCBA Training: Simplilearn
  • English for Business B1: Università di Napoli Federico II
  • Chat with Your Data: Generative AI-Powered SQL Data Analysis: Vanderbilt University
  • Microsoft Azure Machine Learning for Data Scientists: Microsoft
  • Autonomous Vehicle Engineering: Università di Napoli Federico II
  • Complete Beginners Guide to Blender 3D: Skillshare
  • Uncommon Sense Teaching: Teaching Online: Deep Teaching Solutions
  • Artificial Intelligence Privacy and Convenience: LearnQuest
  • Google Chat: 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