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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: Preview
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    U

    University of Colorado Boulder

    Introduction to Python for Scientific Computing

    Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization

    4.8
    Rating, 4.8 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    AI-Powered Data Analysis: A Practical Introduction

    Skills you'll gain: Data Visualization, Data Analysis, Generative AI, Statistical Methods, Data Management, Problem Solving

    4.4
    Rating, 4.4 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Python Developer: From Basics to Case Studies

    Skills you'll gain: Cryptography, Object Oriented Design, Object Oriented Programming (OOP), File I/O, Encryption, Cryptographic Protocols, Data Structures, Program Development, Software Development, Data Visualization, Model Evaluation, Problem Solving, Automation, Model Training, Machine Learning Algorithms, Database Application, Python Programming, Software Installation, Code Reusability, Functional Design

    4.7
    Rating, 4.7 out of 5 stars
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    105 reviews

    Beginner · Specialization · 3 - 6 Months

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    E

    Edureka

    Learn Generative AI with LLMs

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Google Gemini, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining

    3.8
    Rating, 3.8 out of 5 stars
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    74 reviews

    Intermediate · Specialization · 3 - 6 Months

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    F

    Fundação Instituto de Administração

    Sales Strategy

    Skills you'll gain: Sales Strategy, Sales Management, General Sales Practices, Sales Process, Market Intelligence, Competitive Intelligence, Case Studies, Business Strategy, Analysis, Competitive Analysis, Strategic Decision-Making, Market Analysis, Business Research

    4.5
    Rating, 4.5 out of 5 stars
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    191 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Systems Architecture  

    Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Business Analysis Tools, Systems Analysis, Data Flow Diagrams (DFDs), Stakeholder Management, Stakeholder Engagement, Data Architecture, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Princípios de Desenvolvimento Ágil de Software

    Skills you'll gain: User Story, Agile Software Development, Backlogs, Agile Methodology, Scrum (Software Development), User Requirements Documents, Sprint Retrospectives, Agile Product Development, Test Driven Development (TDD), Agile Project Management, Requirements Elicitation, Requirements Analysis, Sprint Planning, Software Development Methodologies, Software Engineering, Program Development, Diagram Design, Software Development, Collaborative Software

    4.6
    Rating, 4.6 out of 5 stars
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    221 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    Universidade de São Paulo

    Estatística não-paramétrica para a tomada de decisão

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Statistical Modeling, Quantitative Research, Statistics, Statistical Analysis, Probability & Statistics, Analysis, Science and Research, Scientific Methods, Probability, Probability Distribution

    4.4
    Rating, 4.4 out of 5 stars
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    139 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Simulations, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Statistical Methods, Probability Distribution

    4.9
    Rating, 4.9 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Foundations of Strategic Communications

    Skills you'll gain: Non-Verbal Communication, Communication Strategies, Interpersonal Communications, Technical Communication, Target Audience, Leadership Studies, Strategic Communication, Communication, Stakeholder Communications, Persuasive Communication, Professional Development, Leadership, Influencing, Rapport Building, Professionalism, Organizational Leadership, Active Listening

    4.8
    Rating, 4.8 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    E

    Emory University

    Math for MBA and GMAT Prep

    Skills you'll gain: Regression Analysis, Data Visualization, Data Storytelling, Statistical Visualization, Business Mathematics, Descriptive Statistics, General Mathematics, Microsoft Excel, Statistics, Excel Formulas, Statistical Analysis, Statistical Methods, Algebra, Probability & Statistics, Calculus, Applied Mathematics, Business

    4.2
    Rating, 4.2 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Cloud Computing Primer: Software as a Service (SaaS)

    Skills you'll gain: Service Level Agreement, Software As A Service, Cloud Deployment, Cloud Services, Cloud Computing, Cloud Solutions, Cloud Applications, Service Level, Business Software, Vendor Contracts, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Collaborative Software, Product Demonstration, Growth Strategies

    4.6
    Rating, 4.6 out of 5 stars
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    86 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Python for Scientific Computing: University of Colorado Boulder
  • AI-Powered Data Analysis: A Practical Introduction: University of Michigan
  • Python Developer: From Basics to Case Studies: EDUCBA
  • Learn Generative AI with LLMs: Edureka
  • Sales Strategy: Fundação Instituto de Administração
  • Introduction to Systems Architecture  : IBM
  • Princípios de Desenvolvimento Ágil de Software: Instituto Tecnológico de Aeronáutica
  • Estatística não-paramétrica para a tomada de decisão: Universidade de São Paulo
  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
  • Foundations of Strategic Communications: Johns Hopkins University

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