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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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    EDUCBA

    Analyze and Build Banking Sector Financial Models

    Skills you'll gain: Cash Flows, Financial Modeling, Financial Statement Analysis, Financial Analysis, Financial Statements, Credit Risk, Cash Flow Forecasting, Business Valuation, Balance Sheet, Banking, Operational Efficiency, Risk Modeling, Bank Regulations, Expense Management, Financial Forecasting, Operational Analysis, Operating Expense, Commercial Banking, Business Modeling, Income Statement

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Transformer Models and BERT Model - Bahasa Indonesia

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

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Master Quality Models with CMMI: Analyze, Apply & Improve

    Skills you'll gain: Continuous Improvement Process, Performance Improvement, Project Risk Management, Process Improvement, Quality Improvement, Risk Management, Process Improvement and Optimization, Risk Analysis, Operational Performance Management, Process Management, Performance Measurement, Quality Management, Risk Management Framework, Process Analysis, Performance Management, Process Capability, Process Validation, Risk Mitigation, Process Development, Project Management

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    23 reviews

    Mixed · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    192 reviews

    Advanced · Course · 1 - 3 Months

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    Coursera

    Landing.AI for Beginners: Build Data Visualization AI Models

    Skills you'll gain: Model Deployment, Prompt Engineering, Generative AI, Multimodal Prompts, Cloud Deployment, Image Analysis, Model Training, Computer Vision, Applied Machine Learning, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build Robust Java ML Models with Entropy

    Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Debug Audio Models: Performance and Root Cause

    Skills you'll gain: Debugging, Model Evaluation, Root Cause Analysis, Scenario Testing, Data Preprocessing, Software Visualization, Responsible AI, Exploratory Data Analysis, Analysis, Digital Signal Processing, Performance Analysis, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Español

    Skills you'll gain: Google Gemini, Gemini, Generative AI, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, Google Cloud Platform, SQL, Customer Relationship Management, Query Languages

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Fine-Tuning and Evaluating Vision AI Models

    Skills you'll gain: Transfer Learning, Image Analysis, Fine-tuning, Computer Vision, Model Evaluation, Model Training, Model Optimization, Model Deployment, Performance Metric, Data Pipelines, Quality Assessment, Quality Assurance, Performance Measurement, Data Quality, Applied Machine Learning, Performance Analysis, Predictive Modeling, Statistical Machine Learning, Statistical Modeling

    Intermediate · Course · 3 - 6 Months

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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 3

    Skills you'll gain: Model Evaluation, Generative AI, LLM Application, Model Training, Large Language Modeling, Applied Machine Learning, Fine-tuning, Artificial Neural Networks

    Advanced · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Strategy: Governance, Business Models and the Future

    Skills you'll gain: Risk Management, Risk Analysis, Risk Management Framework, Business Risk Management, Project Risk Management, Revenue Management, Facility Management, Data Ethics, Business Strategies, Sustainable Business, Sustainable Systems, Governance, Business Modeling, Organizational Strategy, Data Strategy, Regulatory Compliance, Stakeholder Management, Real Estate, Governance Risk Management and Compliance, Hospitality Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Advanced Investment Topics and Valuation Models

    Skills you'll gain: Ethical Standards And Conduct, Investment Management, Environmental Social And Corporate Governance (ESG), Business Ethics, Mergers & Acquisitions, Investments, Real Estate, Business Valuation, Econometrics, Financial Analysis, Property and Real Estate, Commercial Real Estate, Financial Statement Analysis, Financial Modeling, Equities, Statistical Methods, Regression Analysis, Corporate Finance, International Finance, Market Dynamics

    Beginner · Course · 1 - 3 Months

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

  • Analyze and Build Banking Sector Financial Models: EDUCBA
  • Transformer Models and BERT Model - Bahasa Indonesia: Google Cloud
  • Master Quality Models with CMMI: Analyze, Apply & Improve: EDUCBA
  • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
  • Landing.AI for Beginners: Build Data Visualization AI Models: Coursera
  • Build Robust Java ML Models with Entropy: Coursera
  • Debug Audio Models: Performance and Root Cause: Coursera
  • Work with Gemini Models in BigQuery - Español: Google Cloud
  • Fine-Tuning and Evaluating Vision AI Models: Coursera
  • H2O ai Large Language Models (LLMs) - Level 3: H2O.ai

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