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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: New
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    Coursera

    Machine Learning with Scikit-learn, PyTorch & Hugging Face

    Skills you'll gain: Generative AI, Supervised Learning, Generative Model Architectures, Unsupervised Learning, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Machine Learning Algorithms, OpenAI, Feature Engineering, Data Ethics, Dimensionality Reduction, MLOps (Machine Learning Operations), Machine Learning, Multimodal Prompts, Data Processing, Network Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    12 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Rice University

    Physics 101 - Energy and Momentum

    Skills you'll gain: Mechanics, Physics, Mechanical Engineering, Engineering Calculations, Calculus, Engineering Analysis, Physical Science, Mathematical Modeling, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
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    42 reviews

    Intermediate · Course · 1 - 4 Weeks

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    National Taiwan University

    頑想學概率:機率一 (Probability (1))

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Data Literacy

    4.8
    Rating, 4.8 out of 5 stars
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    367 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Business Intelligence (BI) Essentials

    Skills you'll gain: Business Intelligence, Data-Driven Decision-Making, Data Mining, Business Analytics, Data Analysis, Statistical Visualization, Data Management, Data Collection, Data Visualization, Data Warehousing, Data Wrangling, Extract, Transform, Load, Data Visualization Software, Data Transformation, Key Performance Indicators (KPIs)

    4.7
    Rating, 4.7 out of 5 stars
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    391 reviews

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    Salesforce Admin Certification

    Skills you'll gain: Dashboard, Salesforce, Data Visualization, Salesforce Development, Ad Hoc Reporting, Identity and Access Management, Security Management, Business Reporting, Cloud Applications, Email Automation, Data Management, Data Import/Export, Security Controls, End User Training and Support

    3.9
    Rating, 3.9 out of 5 stars
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    60 reviews

    Beginner · Specialization · 1 - 3 Months

  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Data Import/Export, Pandas (Python Package), Generative AI, OpenAI, LLM Application, Application Programming Interface (API), Data Manipulation, Data Processing, Jupyter, Database Development, Python Programming, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    45 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Rice University

    Fundamentals of Immunology: Inflammation, Tolerance, Autoimmunity

    Skills you'll gain: Immunology, Infectious Diseases, Chronic Diseases, Physiology, Hematology, Pathology, Molecular Biology, Diagnostic Tests, Cell Biology, Biochemistry

    4.8
    Rating, 4.8 out of 5 stars
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    331 reviews

    Intermediate · Course · 1 - 3 Months

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    INSEAD

    Blockchain, Cryptoassets, and Decentralized Finance

    Skills you'll gain: Blockchain, Digital Assets, FinTech, Business Modeling, Payment Systems, Business Transformation, Transaction Processing, Identity and Access Management, Contract Management, Security Controls

    4.6
    Rating, 4.6 out of 5 stars
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    382 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Unsupervised Learning, Data Warehousing, Data Pipelines, Data Processing, Data Integration, Data Modeling, Data Cleansing, Big Data, Supervised Learning, Data Transformation, Machine Learning Methods, Data Quality, Classification And Regression Tree (CART), Anomaly Detection, Data Science, Machine Learning Algorithms, Data Analysis, Data Presentation, Descriptive Analytics

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    163 reviews

    Intermediate · Specialization · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Geographical Information Systems - Part 1

    Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases

    3.6
    Rating, 3.6 out of 5 stars
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    97 reviews

    Beginner · Course · 1 - 3 Months

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    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Pivot Tables And Charts, Sample Size Determination, Data Visualization, Statistical Inference, Data Visualization Software, Statistical Hypothesis Testing, Statistics, Data-Driven Decision-Making, Microsoft Excel, Correlation Analysis, Descriptive Statistics, Probability & Statistics, Data Analysis, Forecasting, Regression Analysis, Business Analytics, Spreadsheet Software, Statistical Modeling, Statistical Visualization, Data Presentation

    4.7
    Rating, 4.7 out of 5 stars
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    53 reviews

    Beginner · Specialization · 3 - 6 Months

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    Microsoft

    The Microsoft 365 Ecosystem

    Skills you'll gain: Microsoft 365, Microsoft Office, Collaborative Software, Microsoft Teams, Productivity Software, Endpoint Security, Microsoft Windows, Automation, Microsoft Outlook, Data Loss Prevention, Data Security, Microsoft Word, Microsoft PowerPoint, Microsoft Excel

    4.6
    Rating, 4.6 out of 5 stars
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    129 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Machine Learning with Scikit-learn, PyTorch & Hugging Face: Coursera
  • Physics 101 - Energy and Momentum: Rice University
  • 頑想學概率:機率一 (Probability (1)): National Taiwan University
  • Business Intelligence (BI) Essentials: IBM
  • Salesforce Admin Certification: LearnKartS
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • Fundamentals of Immunology: Inflammation, Tolerance, Autoimmunity: Rice University
  • Blockchain, Cryptoassets, and Decentralized Finance: INSEAD
  • Data Mining Foundations and Practice: University of Colorado Boulder
  • Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne

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