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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


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    Google Cloud

    Transformer Models and BERT Model - Italiano

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Generative Model Architectures

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Generative Model Architectures, Transfer Learning, Model Optimization, Responsible AI, Data Ethics, Text Mining, Model Training, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Feature Engineering

    4.4
    Rating, 4.4 out of 5 stars
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    203 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - בעברית

    Skills you'll gain: Large Language Modeling, LLM Application, Google Gemini, Natural Language Processing, Prompt Engineering

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Evaluate and Apply Ethical AI Models

    Skills you'll gain: Risking, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Tensorflow, Deep Learning, Performance Tuning, Model Deployment, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    77 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    The Open University

    From prototyping to validating business models

    Skills you'll gain: Sustainable Business, Experimentation, Stakeholder Engagement, Sustainable Development, Corporate Sustainability, Business Modeling, Environmental Social And Corporate Governance (ESG), Sustainable Systems, Stakeholder Analysis, Stakeholder Communications, Systems Thinking, Value Propositions, Verification And Validation, Presentations, Innovation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Transform Audio: Extract Features & Augment Models

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Model Evaluation, Model Training, Model Optimization, Model Deployment, Data Preprocessing, AI Workflows, Fine-tuning, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    QlikView & QlikSense: Build & Analyze Data Models

    Skills you'll gain: Data Modeling, Enterprise Resource Planning, Business Intelligence, Interactive Data Visualization, Data Store, Security Controls, Data Visualization Software, Dashboard Creation, Workflow Management, Business Workflow Analysis, Data Import/Export, Data Warehousing, Extract, Transform, Load, Data Processing, Data Integration, Data Wrangling, Project Implementation, Microsoft Excel, Data Transformation, Authorization (Computing)

    Mixed · Course · 1 - 3 Months

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    Coursera

    Optimize Deep Learning: Tune PyTorch Models

    Skills you'll gain: Fine-tuning, Model Optimization, Model Deployment, Model Training, PyTorch (Machine Learning Library), Transfer Learning, Performance Tuning, Debugging, MLOps (Machine Learning Operations), Deep Learning, Scalability, Artificial Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Large Language Models with Hugging Face

    Skills you'll gain: Prompt Engineering, Hugging Face, Agentic Workflows, Generative AI Agents

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Operationalizing ML Models: MLOps for Scalable AI

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Model Training, Containerization, AI Workflows, Model Optimization, Scalability, Devops Tools, DevOps, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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

  • Transformer Models and BERT Model - Italiano: Google Cloud
  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Introduction to Large Language Models - בעברית: Google Cloud
  • Evaluate and Apply Ethical AI Models: Coursera
  • Optimize TensorFlow Models For Deployment with TensorRT: Coursera
  • From prototyping to validating business models: The Open University
  • Transform Audio: Extract Features & Augment Models: Coursera
  • Building, Evaluating, and Operationalizing ML Models: Packt
  • QlikView & QlikSense: Build & Analyze Data Models: EDUCBA
  • Optimize Deep Learning: Tune PyTorch Models: Coursera

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