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  • 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
    U

    University of Michigan

    Sampling People, Networks and Records

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Quantitative Research, Statistical Methods, Statistical Analysis, Statistical Software, Probability & Statistics, Probability, Network Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    106 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Leeds

    Statistical Methods

    Skills you'll gain: Exploratory Data Analysis, Statistical Methods, Statistical Modeling, R (Software), Data Collection, Statistical Inference, Probability, Data Analysis, Statistical Analysis, Probability Distribution, Simulations, Statistical Visualization, Descriptive Statistics, Sampling (Statistics), Data Visualization Software

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EIT Digital

    System Validation: Automata and behavioural equivalences

    Skills you'll gain: Verification And Validation, Theoretical Computer Science, System Testing, System Software, Systems Design, Software Architecture, Embedded Systems

    4.4
    Rating, 4.4 out of 5 stars
    ·
    182 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Artificial Intelligence Data Fairness and Bias

    Skills you'll gain: Data Ethics, Responsible AI, Data Collection, Game Theory, Machine Learning, Algorithms, Artificial Intelligence, Predictive Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    121 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Saïd Business School, University of Oxford

    AI Essentials

    Skills you'll gain: Responsible AI, Artificial Neural Networks, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Generative AI, Generative Model Architectures, Data Ethics, Deep Learning, Machine Learning, Business Ethics, Supervised Learning, Reinforcement Learning, Unsupervised Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    104 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Agentic systems, Systems Thinking, Economics, Policy, and Social Studies, Simulations, Culture, Complex Problem Solving, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    399 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Introduction to 3D Modeling

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Computer-Aided Design, Design, Graphic and Visual Design, Architectural Design, Creativity

    4.3
    Rating, 4.3 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Corporate Finance II: Financing Investments and Managing Risk

    Skills you'll gain: Credit Risk, Corporate Finance, Mergers & Acquisitions, Risk Management, Financial Management, Business Risk Management, International Finance, Financial Market, Investment Banking, Derivatives, Private Equity, Financial Analysis, Capital Budgeting, Governance, Loans, Return On Investment

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    878 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Software Engineering: Software Design and Project Management

    Skills you'll gain: Software Design Patterns, Systems Development Life Cycle, Software Architecture, Software Development Life Cycle, Software Quality Assurance, Software Design, Process Driven Development, Software Engineering, Quality Assurance, Systems Analysis, Object Oriented Design, Systems Design, Program Development, Project Management, Project Planning, Unified Modeling Language

    4.6
    Rating, 4.6 out of 5 stars
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    189 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    É

    École Polytechnique

    Fundamentals of waves and vibrations

    Skills you'll gain: Vibrations, Mechanics, Engineering Analysis, Mathematical Modeling, Mechanical Engineering, Applied Mathematics, Structural Engineering, Civil Engineering, Numerical Analysis, Physics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    203 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Box Office Data with Seaborn and Python

    Skills you'll gain: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    182 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Codio

    Advanced Django: Building a Blog

    Skills you'll gain: Performance Tuning, Django (Web Framework), Authentications, PostgreSQL, Object-Relational Mapping, Model View Controller, Cloud Hosting, User Accounts, Application Security, Configuration Management, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    113 reviews

    Advanced · Course · 1 - 4 Weeks

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1…103104105…289

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

  • Sampling People, Networks and Records: University of Michigan
  • Statistical Methods: University of Leeds
  • System Validation: Automata and behavioural equivalences: EIT Digital
  • Artificial Intelligence Data Fairness and Bias : LearnQuest
  • AI Essentials : Saïd Business School, University of Oxford
  • Network Dynamics of Social Behavior: University of Pennsylvania
  • Introduction to 3D Modeling: University of Michigan
  • Corporate Finance II: Financing Investments and Managing Risk: University of Illinois Urbana-Champaign
  • Software Engineering: Software Design and Project Management: The Hong Kong University of Science and Technology
  • Fundamentals of waves and vibrations: École Polytechnique

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