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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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    Macquarie University

    Excel Time Series Models for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Microsoft Excel, Excel Formulas, Trend Analysis, Predictive Modeling, Data Presentation, Statistical Visualization, Graphing, Model Optimization, Statistical Analysis, Statistical Methods

    4.9
    Rating, 4.9 out of 5 stars
    ·
    253 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Simplilearn

    Attention Mechanisms and Transformer Models Course

    Skills you'll gain: Generative Model Architectures, Generative AI, Large Language Modeling, Vision Transformer (ViT), Artificial Neural Networks, Deep Learning, Recurrent Neural Networks (RNNs), Natural Language Processing

    3.7
    Rating, 3.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Howard University

    Building Regression Models with Linear Algebra

    Skills you'll gain: Regression Analysis, Predictive Modeling, Mathematical Modeling, Predictive Analytics, Statistical Modeling, Statistical Methods, Applied Mathematics, Linear Algebra, Mathematics and Mathematical Modeling, Small Data, Statistical Programming, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Predictive Modeling, Google Cloud Platform, Big Data, Artificial Intelligence and Machine Learning (AI/ML), SQL, Query Languages, Python Programming, Customer Relationship Management (CRM) Software, Customer Relationship Management, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Embedding Models: From Architecture to Implementation

    Skills you'll gain: Embeddings, Retrieval-Augmented Generation, Model Training, Large Language Modeling, Natural Language Processing

    4.8
    Rating, 4.8 out of 5 stars
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    9 reviews

    Beginner · Project · Less Than 2 Hours

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    Alfaisal University | KLD

    نماذج تقييم الأداء | Performance Management Models

    Skills you'll gain: Goal Setting, Employee Performance Management, Performance Appraisal, Performance Management, Smart Goals, Performance Review, Performance Improvement, Performance Measurement, Management Training And Development, People Development, Performance Metric, Process Management, Administration, Operational Efficiency, Continuous Improvement Process, Corrective and Preventive Action (CAPA)

    4.8
    Rating, 4.8 out of 5 stars
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    58 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - Français

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

    4.2
    Rating, 4.2 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    Building and Deploying Generative AI Models

    Skills you'll gain: Generative AI Agents, Generative AI, Generative Model Architectures, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Model Training, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Model Optimization, Fine-tuning, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Large Language Models - Italiano

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Google Gemini, Generative AI, Model Optimization, Application Development, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Specialized Models: Time Series and Survival Analysis

    Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Data Preprocessing, Statistical Modeling, Statistical Machine Learning, Applied Machine Learning, Data Transformation, Model Evaluation, Unsupervised Learning, Dimensionality Reduction

    4.5
    Rating, 4.5 out of 5 stars
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    147 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Fine-tuning Image Models with Diffusion

    Skills you'll gain: Model Deployment, Fine-tuning, Model Optimization, Generative AI, Application Deployment, AI Workflows, Generative Model Architectures, Model Training, AI Personalization, Image Quality, Embeddings, Autoencoders, Performance Tuning, Data Preprocessing, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Time Series Forecasting with Python: Models to Production

    Skills you'll gain: Time Series Analysis and Forecasting, Feature Engineering, Forecasting, Recurrent Neural Networks (RNNs), Model Evaluation, Model Deployment, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Data Preprocessing, Statistical Methods, Deep Learning, Supervised Learning, Statistical Modeling, Statistical Analysis, Model Training, Data Wrangling, Machine Learning, Python Programming, Correlation Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Excel Time Series Models for Business Forecasting: Macquarie University
  • Attention Mechanisms and Transformer Models Course: Simplilearn
  • Building Regression Models with Linear Algebra: Howard University
  • Work with Gemini Models in BigQuery: Google Cloud
  • Embedding Models: From Architecture to Implementation: DeepLearning.AI
  • نماذج تقييم الأداء | Performance Management Models: Alfaisal University | KLD
  • Introduction to Large Language Models - Français: Google Cloud
  • Building and Deploying Generative AI Models: Alberta Machine Intelligence Institute
  • Introduction to Large Language Models - Italiano: Google Cloud
  • Specialized Models: Time Series and Survival Analysis: IBM

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