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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
    V

    Vanderbilt University

    Generative AI Primer

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, AI Product Strategy, Artificial Intelligence, Innovation, Large Language Modeling, Creative Problem-Solving, Human Machine Interfaces, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    419 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Data Literacy

    Skills you'll gain: Surveys, Survey Creation, Data Literacy, Data Visualization, Data Analysis, Peer Review, Research Design, Statistics, Sampling (Statistics), Regression Analysis, Descriptive Statistics, Research, Probability, Quantitative Research, Analytics, Probability Distribution, Analysis, Correlation Analysis, Statistical Inference, Statistical Hypothesis Testing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    265 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Integral Calculus through Data and Modeling

    Skills you'll gain: Calculus, Integral Calculus, Numerical Analysis, Advanced Mathematics, Mathematical Theory & Analysis, Mathematical Modeling, Data Analysis, Linear Algebra, Probability, Geometry, Applied Mathematics, Visualization (Computer Graphics), Mechanics, Engineering Calculations, Graphing, Spatial Data Analysis, Physics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    136 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Linear Regression for Business Statistics

    Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Statistical Modeling, Statistical Inference, Business Analytics, Microsoft Excel, Estimation, Data Analysis, Data Transformation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Analysing: Numeric and digital literacies

    Skills you'll gain: Governance, Management Accounting, Budgeting, Marketing Analytics, Capital Budgeting, Financial Modeling, SAS (Software), Business Analytics, Financial Forecasting, Accounting, Financial Management, Customer Insights, Dashboard, Marketing Effectiveness, Corporate Finance, Digital Marketing, Business Valuation, Data-Driven Decision-Making, Financial Analysis, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to Time Value of Money (TVM)

    Skills you'll gain: Loans, Finance, Microsoft Excel, Financial Modeling, Financial Management, Financial Analysis, Business Mathematics, Spreadsheet Software, Cash Flows, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    956 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    TCP/IP and Advanced Topics

    Skills you'll gain: TCP/IP, Network Protocols, Dynamic Host Configuration Protocol (DHCP), Network Security, OSI Models, Network Routing, Network Infrastructure, Software-Defined Networking, Local Area Networks, Virtualization

    4.7
    Rating, 4.7 out of 5 stars
    ·
    752 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: LangChain, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Collaborative Software, Software Design Patterns, System Design and Implementation, Software Development, Python Programming, Application Development, Real Time Data, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    138 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Big Data Modeling and Management Systems

    Skills you'll gain: Data Modeling, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Data Processing, Apache Hadoop, Data Structures, Scalability, Virtual Environment

    4.4
    Rating, 4.4 out of 5 stars
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    3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Collaborate Effectively for Professional Success

    Skills you'll gain: Collaboration, Virtual Teams, Collaborative Software, Teamwork, Team Building, Cross-Functional Collaboration, Telecommuting, Meeting Facilitation, Team Management, Communication Strategies, Communication, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    951 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Amsterdam

    Media ethics & governance

    Skills you'll gain: Ethical Standards And Conduct, Media and Communications, Business Ethics, Research, Governance, Journalism, Data Ethics, Advertising, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    587 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    GIS Data Acquisition and Map Design

    Skills you'll gain: Geographic Information Systems, Geospatial Mapping, Data Mapping, Spatial Data Analysis, Data Visualization, Metadata Management, Quantitative Research, Spatial Analysis, Typography, Data Manipulation, Data Modeling, Design Elements And Principles

    4.9
    Rating, 4.9 out of 5 stars
    ·
    717 reviews

    Beginner · Course · 1 - 3 Months

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

  • Generative AI Primer: Vanderbilt University
  • Data Literacy: Johns Hopkins University
  • Integral Calculus through Data and Modeling: Johns Hopkins University
  • Linear Regression for Business Statistics: Rice University
  • Analysing: Numeric and digital literacies: Macquarie University
  • Introduction to Time Value of Money (TVM): University of Michigan
  • TCP/IP and Advanced Topics: University of Colorado System
  • Building AI Agents and Agentic Workflows: IBM
  • Big Data Modeling and Management Systems: University of California San Diego
  • Collaborate Effectively for Professional Success: IBM

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