• 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


  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    A Guide to Healthcare Innovation: Principles and Practice

    Skills you'll gain: Innovation, Product Development, Design Thinking, New Product Development, Health Systems, Commercialization, Ideation, Health Technology, Social Studies, Economics, Policy, and Social Studies, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    212 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of London

    Statistics for International Business

    Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Estimation, Probability, Data-Driven Decision-Making, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Data Visualization, Data Analysis, Histogram, Graphing

    3.8
    Rating, 3.8 out of 5 stars
    ·
    314 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Capstone: Build a Winning Investment Portfolio

    Skills you'll gain: Portfolio Management, Asset Management, Investments, Financial Management, Financial Market, Simulation and Simulation Software, Performance Analysis, Market Trend, Risk Analysis, Financial Forecasting, Case Studies, Decision Making, Peer Review, Forecasting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    68 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cluster Analysis in Data Mining

    Skills you'll gain: Unsupervised Learning, Data Mining, Applied Machine Learning, Machine Learning Algorithms, Model Evaluation, Statistical Methods, Algorithms, Data Structures, Data Visualization

    4.5
    Rating, 4.5 out of 5 stars
    ·
    408 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    2

    28DIGITAL

    Innovation & Entrepreneurship - From Design Thinking to Funding

    Skills you'll gain: Business Modeling, Design Thinking, Innovation, Ideation, Entrepreneurship, Business Strategy, Customer Insights, Market Opportunities, Product Management, Creativity, Product Strategy, Value Propositions, Fundraising

    4.7
    Rating, 4.7 out of 5 stars
    ·
    153 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Tecnología musical con software libre

    Skills you'll gain: Music Theory, Music, Open Source Technology, Media Production, Musical Composition, Digital Signal Processing, Music History, Electronic Components, Post-Production, Electronics, Aesthetics, Hardware Design, Collaborative Software, Data Sharing, Instrumental Music, Embedded Systems, System Configuration, Algorithms, Creativity, Digital Publishing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    260 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    S

    Sciences Po

    Cities are back in town : urban sociology for a globalizing urban world

    Skills you'll gain: Sociology, Sustainable Development, Social Sciences, Demography, Social Justice, International Relations, Cultural Diversity, World History, Technology Strategies, Governance, Policy Analysis, Economics, Innovation, European History

    4.4
    Rating, 4.4 out of 5 stars
    ·
    190 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    CCNA Intermediate – Switching, VLANs & Routing

    Skills you'll gain: Virtual Local Area Network (VLAN), Network Troubleshooting, OSI Models, Network Routing, Dynamic Host Configuration Protocol (DHCP), Network Routers, Network Switches, TCP/IP, Network Architecture, Local Area Networks, General Networking, Network Infrastructure, Network Protocols, System Configuration, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Human Resources Management Essentials

    Skills you'll gain: Organizational Change, Change Management, Performance Review, Human Resource Policies, Recruitment, Smart Goals, Employee Performance Management, Employee Engagement, Diversity and Inclusion, Interviewing Skills, Human Resources, Human Resource Management, Organizational Structure, Employee Onboarding, Health Care Administration, Internal Communications, Labor Law

    4.7
    Rating, 4.7 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Information Technology Fundamentals for Everyone

    Skills you'll gain: Linux, Cloud-Native Computing, Network Security, Linux Administration, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Network Troubleshooting, Operating System Administration, Cloud Platforms, Cloud Storage, Linux Commands, Software-Defined Networking, User Accounts, Cloud Infrastructure, Network Monitoring, Threat Modeling, Cloud Services, Data Infrastructure

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Use Tableau for Your Data Science Workflow

    Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Visualization Software, Interactive Data Visualization, Statistical Visualization, Plot (Graphics), Tableau Software, Data Ethics, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Heat Maps, Data Analysis, Descriptive Analytics, Geospatial Information and Technology, Histogram, Analytical Skills, Application Deployment, Network Analysis

    3.9
    Rating, 3.9 out of 5 stars
    ·
    30 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    U

    UiPath

    Automation Business Analysis - Concepts and Principles

    Skills you'll gain: Requirements Management, Robotic Process Automation, Requirements Elicitation, Business Process Automation, Requirements Analysis, Business Requirements, Stakeholder Engagement, Business Analysis, Automation, Business Process, Process Analysis, Stakeholder Management, Stakeholder Communications, Project Scoping, Process Mapping, Business Strategy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    88 reviews

    Beginner · Course · 1 - 3 Months

Searches related to probabilistic graphical models

probabilistic graphical models
probabilistic graphical models 1: representation
probabilistic graphical models 2: inference
probabilistic graphical models 3: learning
1…135136137…314

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

  • A Guide to Healthcare Innovation: Principles and Practice : Imperial College London
  • Statistics for International Business: University of London
  • Capstone: Build a Winning Investment Portfolio: Rice University
  • Cluster Analysis in Data Mining: University of Illinois Urbana-Champaign
  • Innovation & Entrepreneurship - From Design Thinking to Funding: 28DIGITAL
  • Tecnología musical con software libre: Universidad Nacional Autónoma de México
  • Cities are back in town : urban sociology for a globalizing urban world : Sciences Po
  • CCNA Intermediate – Switching, VLANs & Routing: Packt
  • Human Resources Management Essentials: Johns Hopkins University
  • Information Technology Fundamentals for Everyone: Illinois Tech

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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