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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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    Coursera

    Apply SCD2 to Build Dynamic Data Models

    Skills you'll gain: Data Warehousing, Data Modeling, Trend Analysis, Business Intelligence, Scalability, Data Integrity, Data Pipelines, SQL

    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), Mergers & Acquisitions, Business Ethics, 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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    The University of Chicago

    Global Warming II: Create Your Own Models in Python

    Skills you'll gain: Climate Change Programs, Mathematical Modeling, Predictive Modeling, Physical Science, Simulation and Simulation Software, Environmental Science, Process Modeling, Simulations, Numerical Analysis, Programming Principles

    4.2
    Rating, 4.2 out of 5 stars
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    57 reviews

    Mixed · Course · 1 - 3 Months

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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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    EDUCBA

    Master CNNs with Python: Build, Train & Evaluate Models

    Skills you'll gain: Model Evaluation, Convolutional Neural Networks, Model Training, Image Analysis, Predictive Modeling, Data Preprocessing, Deep Learning, Artificial Neural Networks, Computer Vision, Applied Machine Learning, Python Programming, Cloud Computing, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
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    19 reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Advanced Data Using Minitab Regression Models

    Skills you'll gain: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Statistical Methods, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI

    Mixed · Course · 1 - 4 Weeks

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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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    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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    Pearson

    Quick Start Guide to Large Language Models (LLMs)

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, Fine-tuning, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Model Optimization, Embeddings, OpenAI, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Intermediate · Specialization · 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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    EDUCBA

    Apply SketchUp Plugins to Build 3D Architectural Models

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Graphical Tools, Software Installation, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Français

    Skills you'll gain: Gemini, Google Gemini, SQL, Generative AI, Applied Machine Learning, Google Cloud Platform, Customer Relationship Management, Query Languages, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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

  • Apply SCD2 to Build Dynamic Data Models: Coursera
  • Analyze Advanced Investment Topics and Valuation Models: EDUCBA
  • Global Warming II: Create Your Own Models in Python: The University of Chicago
  • Build Robust Java ML Models with Entropy: Coursera
  • Master CNNs with Python: Build, Train & Evaluate Models: EDUCBA
  • Analyze Advanced Data Using Minitab Regression Models: EDUCBA
  • Strategy: Governance, Business Models and the Future: Real Madrid Graduate School Universidad Europea
  • H2O ai Large Language Models (LLMs) - Level 3: H2O.ai
  • Quick Start Guide to Large Language Models (LLMs): Pearson
  • Debug Audio Models: Performance and Root Cause: Coursera

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