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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


  • C

    Coursera

    Craft & Review Docs

    Skills you'll gain: Software Documentation, Maintainability, Document Management, Diagram Design, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Develop a Java Student Management System

    Skills you'll gain: User Interface (UI), User Interface (UI) Design, Java, Java Programming, Application Design, Application Development, Database Development, Database Management, Databases, Data Persistence, Development Environment, Data Validation, Program Development, Configuration Management, Data Modeling, Data Integrity, Verification And Validation

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Model Optimization, Model Training, Data Processing, Machine Learning Methods, Decision Tree Learning, Machine Learning Algorithms, Classification Algorithms, Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Build Apps and Fine-Tune LLMs Using the OpenAI API

    Skills you'll gain: OpenAI API, Prompt Engineering, Prompt Patterns, Responsible AI, LLM Application, Multimodal Prompts, ChatGPT, Fine-tuning, Data Ethics, Image Analysis, Application Programming Interface (API), Generative AI, AI literacy, Natural Language Processing, Large Language Modeling, Computer Vision, Application Deployment, Development Environment

    Intermediate · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Decision Making

    Skills you'll gain: Decision Making, Strategic Decision-Making, Decision Intelligence, Decision Support Systems, Risk Management, Behavioral Economics, Complex Problem Solving, AI Enablement, Risk Analysis, Organizational Strategy, Decision Tree Learning, Virtual Teams, Psychology, Probability

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Design Flawless A/B Tests: Uncover Insights

    Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Unsupervised Learning, Model Training, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Crear un Business Model Canvas con Miro

    Skills you'll gain: Business Modeling, Telecommuting, Collaborative Software, Business Planning, Business Development, Presentations, Entrepreneurship, Brainstorming, Business Strategy, Data Visualization

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Advanced Data Visualization with Matplotlib Mastery

    Skills you'll gain: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Data Visualization, Data Visualization Software, Computer Graphics, Data Transformation, Typography

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Validate LLM Embeddings for Production Use

    Skills you'll gain: Embeddings, Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Data Cleansing, Anomaly Detection, Vector Databases, LLM Application, System Monitoring, Verification And Validation, Data Quality, Legal Technology, Semantic Web, Large Language Modeling, Data Validation, Continuous Monitoring, Performance Testing, Data Manipulation, Dimensionality Reduction, Cost Reduction

    Intermediate · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Microsoft PowerPoint for Office 365: Part 2

    Skills you'll gain: Microsoft PowerPoint, Microsoft 365, Microsoft Office, Presentations, Multimedia, Animations, Data Visualization, Collaborative Software, Video Editing, Productivity Software, Collaboration, Security Controls, Graphic and Visual Design, User Interface (UI), Graphics Software

    Mixed · Course · 1 - 3 Months

  • P

    Pearson

    (SSCP) Systems Security Certified Practitioner: Unit 6

    Skills you'll gain: Endpoint Security, Mobile Security, Cloud Security, Application Security, Cloud Deployment, Malware Protection, Information Systems Security, Security Controls, Virtual Machines, Enterprise Application Management, Virtualization, Firewall, Virtualization and Virtual Machines, Intrusion Detection and Prevention, Containerization, User Provisioning

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Benchmark & Optimize LLM App Performance

    Skills you'll gain: Token Optimization, LLM Application, Model Optimization, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Prompt Patterns, A/B Testing, Retrieval-Augmented Generation, Model Evaluation, Scalability

    Intermediate · Course · 1 - 4 Weeks

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

  • Craft & Review Docs: Coursera
  • Develop a Java Student Management System: EDUCBA
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Build Apps and Fine-Tune LLMs Using the OpenAI API: Packt
  • Decision Making: Fundação Instituto de Administração
  • Design Flawless A/B Tests: Uncover Insights: Coursera
  • Crear un Business Model Canvas con Miro: Coursera
  • Advanced Data Visualization with Matplotlib Mastery: EDUCBA
  • Validate LLM Embeddings for Production Use: Coursera
  • Microsoft PowerPoint for Office 365: Part 2: Logical Operations

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