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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


  • I

    Imperial College London

    Interventions and Calibration

    Skills you'll gain: Mathematical Modeling, Epidemiology, Infectious Diseases, Model Evaluation, Simulations, Model Optimization, Data Modeling, Public Health and Disease Prevention, Immunology, R Programming, Regression Analysis, Differential Equations, Statistical Methods, Public Health, Statistical Programming, Probability Distribution

    ★ 4.7 (56) · Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Advanced AI Techniques for the Supply Chain

    Skills you'll gain: Image Analysis, Model Training, Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Demand Planning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Anomaly Detection, Artificial Intelligence, Convolutional Neural Networks, Model Optimization, Statistical Machine Learning, Supply Chain Management, Machine Learning, Computer Vision, Machine Learning Algorithms, Supply Chain, Natural Language Processing

    ★ 3.2 (15) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Web Exploits, Python Scripting & Network Attacks

    Skills you'll gain: Penetration Testing, Exploit development, OSI Models, Exploitation techniques, Open Web Application Security Project (OWASP), TCP/IP, Network Protocols, Network Security, Cyber Security Assessment, General Networking, Vulnerability Scanning, Cybersecurity, Prompt Engineering, Large Language Modeling, AI Security, LLM Application, Test Script Development, Scripting, Scripting Languages, Python Programming

    ★ 4.3 (7) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Agile Project: Product Prototype Touchpoint Analysis in Miro

    Skills you'll gain: Agile Product Development, Wireframing, Product Roadmaps, Journey Mapping, Agile Methodology, Customer experience improvement, Agile Project Management, Persona Development, Prototyping, Experience Design, User Story, Product Development, New Product Development, Customer Analysis, Product Strategy, Process Analysis

    ★ 4.6 (92) · Intermediate · Guided Project · Less Than 2 Hours

  • W

    Whizlabs

    Microsoft Copilot: Power Platform & Security Best Practices

    Skills you'll gain: Microsoft Copilot, Microsoft Power Automate/Flow, Microsoft Power Platform, Microsoft 365, Collaborative Software, Security Controls, Continuous Monitoring, Security Management, AI Integrations, AI Enablement, Threat Detection, Compliance Management, AI Security, Generative AI Agents, Workflow Management, Automation, Incident Response, Generative AI

    ★ 4.3 (15) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Ultimate Guide to FastAPI and Backend Development

    Skills you'll gain: Frontend Integration, API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Event-Driven Programming, Database Development, Front-End Web Development, Python Programming, Database Management, Restful API, Object-Relational Mapping, SQL

    ★ 4.2 (17) · Intermediate · Specialization · 3 - 6 Months

  • A

    AI Business School

    Introduction to AI for sales professionals

    Skills you'll gain: AI literacy, Generative AI, Generative AI Agents, Responsible AI, Sales Enablement, Sales Training, Risk Management, Sales, Artificial Intelligence, Agentic systems, Sales Strategy, Digital Transformation, Risk Mitigation, Innovation, Automation

    ★ 4.5 (18) · Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Healthcare Delivery for Medical Practice Managers

    Skills you'll gain: Care Management, Practice Management, Case Management, Care Coordination, Public Health and Disease Prevention, Budgeting, Medical Management, Patient Coordination, Operating Budget, Public Health, Primary Care, Patient Flow, Preventative Care, Health Systems, Health Care, Staff Management, Hospital Experience, Nursing and Patient Care, Healthcare Industry Knowledge, Regulatory Compliance

    ★ 5 (14) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, R (Software), Data-Driven Decision-Making, Data Science, Machine Learning Software, Feature Engineering, Data Preprocessing, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    ★ 4.9 (53) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Data Visualization & Analytics in Tableau

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization Software, Tableau Software, Data Visualization, Statistical Visualization, Interactive Data Visualization, Data Storytelling, Geospatial Information and Technology, Data Presentation, Data Analysis, Geospatial Mapping, Graphing, Color Theory, Advanced Analytics, Data Integration, Business Analytics, Marketing Analytics, Analytics, Forecasting

    ★ 4.4 (15) · Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Design Your Virtual Classroom with Canva

    Skills you'll gain: Canva (Software), Visual Design, Layout Design, Virtual Environment, Graphical Tools, Graphic and Visual Design Software, Design Elements And Principles, Graphic and Visual Design, Design, Color Matching, Graphic Design, Content Creation, Marketing

    ★ 4.8 (22) · Intermediate · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    ★ 4.8 (17) · Intermediate · Course · 1 - 4 Weeks

1…173174175…419

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

  • Interventions and Calibration: Imperial College London
  • Advanced AI Techniques for the Supply Chain: LearnQuest
  • Advanced Web Exploits, Python Scripting & Network Attacks: Packt
  • Agile Project: Product Prototype Touchpoint Analysis in Miro: Coursera
  • Microsoft Copilot: Power Platform & Security Best Practices: Whizlabs
  • Ultimate Guide to FastAPI and Backend Development: Packt
  • Introduction to AI for sales professionals: AI Business School
  • Healthcare Delivery for Medical Practice Managers: Johns Hopkins University
  • Predictive Analytics for Business with H2O in R: Coursera
  • Data Visualization & Analytics in Tableau: University of Colorado Boulder

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