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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


  • E

    Edureka

    Learn Generative AI with LLMs

    Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Google Gemini, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining

    3.7
    Rating, 3.7 out of 5 stars
    ·
    68 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of London

    C++ Programming: Classes and Data

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), C and C++, Object Oriented Design, File I/O, Programming Principles, Data Structures, Program Development, Data Modeling, FinTech

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    AI for Course Design

    Skills you'll gain: AI literacy, Generative AI, Artificial Intelligence, Education Software and Technology, Data Ethics, Responsible AI, Digital pedagogy, AI Integrations, LLM Application, Prompt Engineering, Large Language Modeling

    4.3
    Rating, 4.3 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Sentiment Analysis with Deep Learning using BERT

    Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    398 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Input and Interaction

    Skills you'll gain: Human Computer Interaction, Human Factors, Usability, Interaction Design, Information Architecture, Interactive Design, Human Machine Interfaces, User Interface (UI) Design, User Experience Design, Peripheral Devices

    4.6
    Rating, 4.6 out of 5 stars
    ·
    721 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    EDHEC Business School

    Science and Engineering of Climate Change

    Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Energy and Utilities, Sustainable Engineering, Mitigation, Sustainable Development, Engineering, Systems Of Measurement, Environment, Mathematical Modeling, Environmental Monitoring, Sustainable Technologies, Environmental Engineering, Environmental Science, Electrical Power, Physics, Economics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    242 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Khalifa University

    Introduction to HSE Engineering

    Skills you'll gain: Environment Health And Safety, Accident Prevention, Health And Safety Standards, Occupational Health, Safety Standards, Hazard Analysis, Legal Risk, Risk Management, Safety Audits, Environmental Regulations, Injury Prevention, Risk Analysis, Regulatory Compliance, Auditing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    135 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Open AI for Beginners: Programmatic Prompting

    Skills you'll gain: OpenAI API, OpenAI, AI Integrations, Prompt Engineering, JSON, Application Programming Interface (API), Web Applications, Generative AI

    4.2
    Rating, 4.2 out of 5 stars
    ·
    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Building Powerful Reports and Dashboards in Power BI

    Skills you'll gain: Data Ethics, Dashboard Creation, Dashboard, Power BI, Business Intelligence, Interactive Data Visualization, Data Presentation, Data Visualization, Data Visualization Software, Data-Driven Decision-Making, Business Reporting, Data Analysis Expressions (DAX), Data Security, Ethical Standards And Conduct, Report Writing, Data Analysis, Performance Analysis, Performance Tuning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Mathematical Modeling, Problem Solving, Process Modeling, Mathematical Software, Combinatorics, Graph Theory, Computational Logic, Computational Thinking, Data Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    460 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Adobe

    Document Design

    Skills you'll gain: Adobe Acrobat, Document Management, Document Control, Workflow Management, Packaging and Labeling, Collaborative Software, Design Reviews, File Management, Client Services, Graphic Design, Digital Design, Version Control, Branding, Business Systems, Constructive Feedback

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Learn Generative AI with LLMs: Edureka
  • C++ Programming: Classes and Data: University of London
  • AI for Course Design: University of Colorado Boulder
  • Sentiment Analysis with Deep Learning using BERT: Coursera
  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Input and Interaction: University of California San Diego
  • Science and Engineering of Climate Change: EDHEC Business School
  • Introduction to HSE Engineering: Khalifa University
  • Open AI for Beginners: Programmatic Prompting: Coursera
  • Building Powerful Reports and Dashboards in Power BI: Microsoft

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