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

    Probabilistic Graphical Models Courses Online

    Learn probabilistic graphical models for machine learning and AI. Understand how to use these models for representing and solving complex problems.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Probabilistic Graphical Models Course Catalog

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Data Science

      Skills you'll gain: SQL, Data Literacy, Relational Databases, Data Mining, Jupyter, Stored Procedure, Data Analysis Software, Database Design, Data Science, Data Visualization Software, Data Analysis, Statistical Programming, Data Modeling, Databases, R Programming, Database Management, Data Cleansing, Computer Programming Tools, Stakeholder Engagement, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      100K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      P

      PwC

      Data Analysis and Presentation Skills: the PwC Approach

      Skills you'll gain: Dashboard, Data Visualization, Excel Formulas, Presentations, Interactive Data Visualization, Data Storytelling, Data Presentation, Microsoft PowerPoint, Data Visualization Software, Analytics, Customer Analysis, Business Analytics, Verbal Communication Skills, Data Analysis, Business Intelligence, Microsoft Excel, Data-Driven Decision-Making, Consulting, Data Modeling, Data Cleansing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      11K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Digital Marketing

      Skills you'll gain: Data Storytelling, Marketing Analytics, Data Presentation, Customer Relationship Management, Digital Media Strategy, Marketing Strategies, Media Buying, Search Engine Marketing, Digital Marketing, Analytics, Marketing Planning, Marketing, Web Analytics, Campaign Management, Business Analytics, Direct Marketing, User Experience, Digital Transformation, Data Analysis, Data Visualization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      23K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Build Basic Generative Adversarial Networks (GANs)

      Skills you'll gain: Generative AI, Image Analysis, Deep Learning, Tensorflow, Artificial Neural Networks, PyTorch (Machine Learning Library), Applied Machine Learning, Computer Vision, Unsupervised Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Data Analysts

      Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Storytelling, Interactive Data Visualization, Dashboard, ChatGPT, Analytics, Real Time Data, Data Analysis, Data Manipulation, Business Intelligence, Artificial Intelligence, Large Language Modeling, Data Cleansing, SQL, Data Visualization Software, Data Processing, Python Programming, Technical Writing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8.1K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Learn SQL Basics for Data Science

      Skills you'll gain: Data Governance, SQL, Presentations, Data Quality, Data Storytelling, Data Presentation, Data Analysis, Data Import/Export, Data Science, Exploratory Data Analysis, Data Modeling, Database Design, Descriptive Statistics, Data Visualization, Query Languages, Data Manipulation, Data Wrangling, Complex Problem Solving, Data Access, Apache Spark

      4.6
      Rating, 4.6 out of 5 stars
      ·
      17K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Science Fundamentals with Python and SQL

      Skills you'll gain: SQL, Statistical Hypothesis Testing, Relational Databases, Statistical Analysis, Dashboard, Descriptive Statistics, Jupyter, Data Visualization, Stored Procedure, Statistical Methods, Web Scraping, Probability Distribution, Probability & Statistics, Statistics, Regression Analysis, Data Analysis Software, Database Design, Data Visualization Software, Data Science, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      73K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Natural Language Processing with Probabilistic Models

      Skills you'll gain: Natural Language Processing, Markov Model, Algorithms, Machine Learning Algorithms, Data Processing, Artificial Neural Networks, Probability & Statistics, Computer Programming, Computational Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.8K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google

      Google Data Analytics Capstone: Complete a Case Study

      Skills you'll gain: Analytical Skills, Data Analysis, Spreadsheet Software, Data Storytelling, Interviewing Skills, Data Presentation, Google Sheets, Business Analysis, Presentations, Portfolio Management, Data Visualization, Data Cleansing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      19K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Large Language Model Operations (LLMOps)

      Skills you'll gain: Prompt Engineering, Apache Airflow, Generative AI, Databricks, Large Language Modeling, MySQL, Extract, Transform, Load, Data Pipelines, Scalability, Jupyter, Exploratory Data Analysis, Data Lakes, Serverless Computing, Microsoft Azure, Data Transformation, Data Ethics, OpenAI, Apache Spark, Debugging, PyTorch (Machine Learning Library)

      4.4
      Rating, 4.4 out of 5 stars
      ·
      202 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Business: Essentials

      Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Visualization, Excel Formulas, Data Management, Data Entry, Productivity Software, File Management, Editing

      4.9
      Rating, 4.9 out of 5 stars
      ·
      50K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Machine Learning: Regression

      Skills you'll gain: Regression Analysis, Supervised Learning, Feature Engineering, Predictive Modeling, Machine Learning, Statistical Methods, Algorithms, Data Manipulation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      5.6K reviews

      Mixed · Course · 1 - 3 Months

    Probabilistic Graphical Models learners also search

    Regression Models
    Statistical Modeling
    Data Modeling
    Statistical Analysis
    R Statistics
    Applied Statistics
    Beginner Statistics
    Statistics Projects
    1…789…243

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

    • Introduction to Data Science: IBM
    • Data Analysis and Presentation Skills: the PwC Approach: PwC
    • Digital Marketing: University of Illinois Urbana-Champaign
    • Build Basic Generative Adversarial Networks (GANs): DeepLearning.AI
    • Generative AI for Data Analysts: IBM
    • Learn SQL Basics for Data Science: University of California, Davis
    • Data Science Fundamentals with Python and SQL: IBM
    • Natural Language Processing with Probabilistic Models: DeepLearning.AI
    • Google Data Analytics Capstone: Complete a Case Study: Google
    • Large Language Model Operations (LLMOps): Duke University

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok