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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


  • S

    Scrimba

    Open-source AI Models

    Skills you'll gain: Hugging Face, Model Deployment, Open Source Technology, LLM Application, AI Integrations, Responsible AI, Generative AI, Application Frameworks, Web Applications

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

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Secure and Tune OAS Models

    Skills you'll gain: Role-Based Access Control (RBAC), Oracle Databases, Identity and Access Management, Authorization (Computing), Performance Tuning, Data Modeling, Enterprise Modeling, Data Architecture, Data Persistence, Security Controls, Query Languages, Dashboard, Data Governance, Data Access, Business Intelligence, Performance Analysis, Analytics, Security Management, Business Logic, Data Presentation

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    Create Image Captioning Models

    Skills you'll gain: Image Analysis, Generative Model Architectures, Model Training, Deep Learning, Model Evaluation

    ★ 4.7 (32) · Advanced · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Future Healthcare Payment Models

    Skills you'll gain: Value-Based Care, Care Management, Healthcare Industry Knowledge, Health Systems, Health Policy, Business Metrics, Stakeholder Analysis, Health Administration, Payment Systems, Care Coordination, Performance Measurement, Cost Reduction, Cost Management, Insurance, Innovation

    ★ 4.6 (56) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Packt

    Decoding Large Language Models

    Skills you'll gain: Large Language Modeling, LLM Application, Fine-tuning, Model Deployment, Model Training, Transfer Learning, Generative Model Architectures, Prompt Engineering, Model Optimization, Generative AI, AI Integrations, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), AI Security, Responsible AI, Scalability, Machine Learning

    Advanced · Course · 3 - 6 Months

  • C

    Caltech

    Pricing Options with Mathematical Models

    Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Risk Management, Probability, Advanced Mathematics, Differential Equations, Applied Mathematics, Calculus

    ★ 4.7 (41) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    CertNexus

    Train Machine Learning Models

    Skills you'll gain: Model Training, Jupyter, Unsupervised Learning, Model Evaluation, Classification Algorithms, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Regression Analysis, Data Preprocessing, Machine Learning, Model Optimization, Machine Learning Algorithms, Fine-tuning, Performance Metric

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of London

    3D Models for Virtual Reality

    Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), 3D Assets, Unity Engine, Visualization (Computer Graphics), Virtual Environment, Computer Graphics, Video Game Development, Computer Graphic Techniques, Game Design, Performance Tuning

    ★ 4.6 (387) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Developing Data Models with LookML

    Skills you'll gain: Looker (Software), Data Modeling, Dashboard, Dashboard Creation, Performance Tuning, Business Intelligence Software, SQL, Data Analysis, Data Persistence

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

    Status: Free Trial
    Free Trial
  • N

    Northeastern University

    Introduction to Domain Models

    Skills you'll gain: Systems Thinking, Software Visualization, Object Oriented Design, Case Studies, Software Engineering, Object Oriented Programming (OOP), Software Design, Program Development, Systems Design, Business Modeling, System Design and Implementation, Complex Problem Solving, Dependency Analysis

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    SAS

    Managing Machine Learning Models

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Governance Risk Management and Compliance, SAS (Software), Text Mining, R Programming, Performance Analysis, Scheduling

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    DeepLearning.AI

    Browser-based Models with TensorFlow.js

    Skills you'll gain: Image Analysis, Tensorflow, Transfer Learning, Convolutional Neural Networks, Computer Vision, Fine-tuning, Keras (Neural Network Library), JavaScript Frameworks, JSON, Model Deployment, Applied Machine Learning, Javascript, Machine Learning Methods, Model Training, Artificial Neural Networks, Data Processing, Real Time Data, Web Applications, Data Capture, Machine Learning

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

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular probabilistic graphical models courses

  • Open-source AI Models: Scrimba
  • Secure and Tune OAS Models: Coursera
  • Create Image Captioning Models: Google Cloud
  • Future Healthcare Payment Models: Northeastern University
  • Decoding Large Language Models: Packt
  • Pricing Options with Mathematical Models: Caltech
  • Train Machine Learning Models: CertNexus
  • 3D Models for Virtual Reality: University of London
  • Developing Data Models with LookML: Google Cloud
  • Introduction to Domain Models: Northeastern University

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