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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: Preview
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    Coursera

    Modal Analysis in Mechanical Structures

    Skills you'll gain: Vibrations, Engineering Analysis, Finite Element Methods, Failure Analysis, Mechanical Design, Structural Analysis, Simulation and Simulation Software, Mechanical Engineering, Simulations, Mathematical Modeling, Numerical Analysis, Mechanics, Business Modeling, Technical Analysis, Technical Design

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Aprende a utilizar Click Up

    Skills you'll gain: Project Management Software, Collaborative Software, Team Management, Organizational Skills, Team Leadership, Delegation Skills, Project Coordination, Project Schedules, Data Sharing, Project Management, Workflow Management, Timelines, Leadership and Management, Document Management, Productivity Software, Project Planning

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Model Training, Data Preprocessing, Model Optimization, Model Evaluation, Predictive Modeling, Data Processing, Development Environment, Predictive Analytics, Project Performance, Design, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
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    17 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Git Fundamentals - A Beginner's Guide to Managing Your Code

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Code Review, Collaborative Software, Software Versioning, Software Configuration Management, Software Installation, File Management, Command-Line Interface

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Mastering Python Modules and File Systems

    Skills you'll gain: File I/O, Code Reusability, File Systems, Command-Line Interface, Python Programming, Package and Software Management, File Management, Scripting, Data Structures, Development Environment, Simulations

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Microsoft Azure - Basics

    Skills you'll gain: Microsoft Azure, Cloud Computing, Virtual Machines, Cloud Infrastructure, Cloud Computing Architecture, Cloud Platforms, Cloud Services, Virtual Networking, Virtualization and Virtual Machines, Enterprise Application Management, Cloud Applications, Cloud Deployment, Infrastructure As A Service (IaaS), Application Deployment, Network Planning And Design, Virtual Private Networks (VPN), Virtualization, Cloud Management, Cloud Storage, Remote Access Systems

    5
    Rating, 5 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Hedge Fund Structures & Operations: Analyze & Evaluate

    Skills you'll gain: Hedge Accounting, Fund Accounting, Risk Analysis, Investment Management, Operational Analysis, Risk Management, Private Equity, Accounting, Business Risk Management, Investments, Capital Markets, Financial Market, Finance, Organizational Structure, Analytical Skills, Performance Measurement, Performance Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    Building AI Agents with LLMs, RAG, and Knowledge Graphs

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), LangChain, AI Orchestration, Natural Language Processing, Generative AI Agents, Agentic Workflows, Multimodal Prompts, AI Integrations, Artificial Intelligence, Agentic systems, Machine Learning Methods, Python Programming, Machine Learning, System Design and Implementation, Data Science

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Pragmatic AI Labs

    Machine Learning with Databricks and MLflow

    Skills you'll gain: MLOps (Machine Learning Operations), Databricks, Apache Spark, Model Evaluation, Hugging Face, Data Architecture, Recurrent Neural Networks (RNNs), LLM Application, Data Science, Data Mining, Mathematical Modeling, Scala Programming, Continuous Monitoring, Rust (Programming Language), Lean Six Sigma, Statistical Inference, Artificial Intelligence, Functional Testing, Exploratory Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Statistical and Predictive Modeling for Finance

    Skills you'll gain: Risk Modeling, Descriptive Statistics, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Predictive Analytics, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Performance Metric, Model Evaluation, Supervised Learning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Create Personas to Represent Targeted Users in Miro

    Skills you'll gain: Persona Development, Experience Design, User Experience, User Centered Design, User Research, Design and Product, Customer Analysis, Customer Insights, Collaborative Software, Diversity and Inclusion, Product Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    22 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Modal Analysis in Mechanical Structures: Coursera
  • Aprende a utilizar Click Up: Coursera
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • Git Fundamentals - A Beginner's Guide to Managing Your Code: Packt
  • Mastering Python Modules and File Systems: EDUCBA
  • Microsoft Azure - Basics: EDUCBA
  • Mastering Neural Networks and Model Regularization: Johns Hopkins University
  • Hedge Fund Structures & Operations: Analyze & Evaluate: EDUCBA
  • Building AI Agents with LLMs, RAG, and Knowledge Graphs: Packt
  • Machine Learning with Databricks and MLflow: Pragmatic AI Labs

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