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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


  • J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Model Optimization, Integral Calculus, Algebra, Machine Learning Algorithms, Dimensionality Reduction

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Data Management, Clinical Data Management, Precision Medicine, Data Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Cell Biology, Scientific Visualization, Large Language Modeling, LLM Application, Network Model, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Oracle Primavera P6 – Project Setup and Basic Management

    Skills you'll gain: Work Breakdown Structure, Calendar Management, Timelines, Project Schedules, Scheduling, Project Planning, Project Management Software, Project Management, Resource Management, Relationship Management, Dependency Analysis, Data Visualization, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Trello for Beginners

    Skills you'll gain: Kanban Principles, Agile Methodology, Workflow Management, Prioritization, Collaborative Software, Project Management Software, Organizational Skills, Lean Methodologies, Project Management, Administration

    4.4
    Rating, 4.4 out of 5 stars
    ·
    185 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Embeddings, Image Analysis, Machine Learning Methods, Scientific Visualization, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Intermediate · Specialization · 1 - 3 Months

  • S

    SkillUp

    Advanced Data Visualization with Tableau

    Skills you'll gain: Tableau Software, Data Visualization, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Data Presentation, Dashboard Creation, Dashboard, Data Sharing, Data Analysis, Data Integration, Advanced Analytics, Model Optimization, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • 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, Mathematical Software, Data Analysis, Probability, Geometry, Applied Mathematics, Mechanics, Estimation, Probability & Statistics, Exploratory Data Analysis, Graphing, Physics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    143 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    ISC2

    Network and Communications Security

    Skills you'll gain: OSI Models, Network Security, Security Controls, Wireless Networks, Network Protocols, Firewall, Network Administration, TCP/IP, Telecommunications, Proxy Servers, Network Infrastructure, System Configuration, Network Architecture, Intrusion Detection and Prevention

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Fundamentos de la visualización de datos con Tableau

    Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Dashboard Creation, Tableau Software, Dashboard, Tree Maps, Data Presentation, Data Literacy, Data Analysis, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    68 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Programming Mobile Applications for Android Handheld Systems: Part 2

    Skills you'll gain: Android (Operating System), Android Development, Mobile Development, Data Management, User Interface (UI), Human Computer Interaction, Event-Driven Programming, Network Model, Geographic Information Systems, Interactive Design, Geospatial Information and Technology, Data Storage, Animations, Computer Programming, Computer Graphics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    172 reviews

    Mixed · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Generative AI & AI Agent Organizational Strategy for Leaders

    Skills you'll gain: AI Enablement, AI Product Strategy, Agentic Workflows, Agentic systems, Workforce Management, Scalability, Workforce Planning, Solution Design, Automation, Prompt Engineering, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Innovation & Entrepreneurship - From Basics to Open Innovation

    Skills you'll gain: Entrepreneurship, Market Opportunities, Market Research, Market Analysis, Innovation, Target Market, Design Thinking, Go To Market Strategy, Product Strategy, Customer Engagement, Customer Insights, Entrepreneurial Finance, Business Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    329 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Foundational Mathematics for AI: Johns Hopkins University
  • Introduction to Bioinformatics: Birla Institute of Technology & Science, Pilani
  • Oracle Primavera P6 – Project Setup and Basic Management: Packt
  • Trello for Beginners: Coursera
  • Explainable AI (XAI): Duke University
  • Advanced Data Visualization with Tableau: SkillUp
  • Integral Calculus through Data and Modeling: Johns Hopkins University
  • Network and Communications Security : ISC2
  • Fundamentos de la visualización de datos con Tableau: Universidad Austral
  • Programming Mobile Applications for Android Handheld Systems: Part 2: University of Maryland, College Park

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