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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: Free Trial
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    CertNexus

    Build Regression, Classification, and Clustering Models

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Model Training, Unsupervised Learning, Regression Analysis, Classification Algorithms, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Linear Algebra, Machine Learning, Predictive Modeling, Statistical Modeling, Supervised Learning, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Skillshare

    Portrait Photography - Lighting and Posing Models

    Skills you'll gain: Photo Editing, Photography, Editing, Photo/Video Production and Technology, Image Quality, Post-Production, Visual Storytelling, Storytelling

    2.6
    Rating, 2.6 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    D

    Duke University

    Foundations of Local Large Language models

    Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)

    4.2
    Rating, 4.2 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Create & Evaluate Advanced SketchUp 3D Models

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Spatial Data Analysis, Architectural Drawing, Geospatial Mapping, Architectural Design, Spatial Analysis, 3D Assets, AutoCAD, Visualization (Computer Graphics), Data Mapping, Design Software, Technical Design, Layout Design, Computer Graphic Techniques, Graphic and Visual Design, Technical Communication, Computer Graphics, Color Theory, Microsoft Office

    4.9
    Rating, 4.9 out of 5 stars
    ·
    47 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Deploy & Evaluate Vision Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Build & Validate Integrated Financial Models

    Skills you'll gain: Financial Modeling, Model Evaluation, Financial Statements, Financial Statement Analysis, Excel Formulas, Financial Forecasting, Financial Accounting, Balance Sheet, Microsoft Excel, Performance Stress Testing, Financial Auditing, Income Statement, Finance, Business Modeling, Data Validation, Financial Analysis, Spreadsheet Software, Cash Flows, Verification And Validation, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    G

    Google Cloud

    Create Image Captioning Models - בעברית

    Skills you'll gain: Model Training, Image Analysis, Generative Model Architectures, Deep Learning, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Introduction to Transformer Models for NLP

    Skills you'll gain: Fine-tuning, Vision Transformer (ViT), Prompt Engineering, PyTorch (Machine Learning Library), Model Deployment, Transfer Learning, Hugging Face, Natural Language Processing, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Computer Vision, Generative AI, Image Analysis, Generative Model Architectures, LLM Application, Application Deployment, Model Training, Embeddings, Data Preprocessing

    Intermediate · Specialization · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Create Image Captioning Models - 한국어

    Skills you'll gain: Image Analysis, Generative AI, Convolutional Neural Networks, Model Training, Deep Learning, Generative Model Architectures, Model Evaluation, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
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    J

    Johns Hopkins University

    Infectious Disease Transmission Models for Decision-Makers

    Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Infection Control, Public Health and Disease Prevention, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling, Decision Intelligence, Decision Support Systems, Vulnerability

    4.7
    Rating, 4.7 out of 5 stars
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    642 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Coursera

    Regression: Identify Assumptions & Apply Models

    Skills you'll gain: Regression Analysis, Financial Forecasting, Model Evaluation, Statistical Reporting, Forecasting, Data Presentation, Technical Communication, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, Variance Analysis, Statistical Methods, Statistical Analysis, Verification And Validation, Plot (Graphics), Reliability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Google Cloud

    Create Image Captioning Models - Français

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

    Advanced · Course · 1 - 4 Weeks

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

  • Build Regression, Classification, and Clustering Models: CertNexus
  • Portrait Photography - Lighting and Posing Models: Skillshare
  • Foundations of Local Large Language models: Duke University
  • Create & Evaluate Advanced SketchUp 3D Models: EDUCBA
  • Deploy & Evaluate Vision Models Effectively: Coursera
  • Build & Validate Integrated Financial Models: Coursera
  • Create Image Captioning Models - בעברית: Google Cloud
  • Introduction to Transformer Models for NLP: Pearson
  • Create Image Captioning Models - 한국어: Google Cloud
  • Infectious Disease Transmission Models for Decision-Makers: Johns Hopkins University

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