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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: Free Trial
    Free Trial
    I

    IBM

    Unsupervised Machine Learning

    Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Model Evaluation, Data Preprocessing, Machine Learning, Statistical Machine Learning, Data Mining, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    356 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Software Engineering: Modeling Software Systems using UML

    Skills you'll gain: Requirements Analysis, Unified Modeling Language, Object Oriented Design, Functional Requirement, Data Modeling, Object Oriented Programming (OOP), Systems Development Life Cycle, System Requirements, Diagram Design, Software Development, Software Engineering, Software Systems, Model Evaluation, Project Planning, Project Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    359 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    T

    The State University of New York

    Job Success: Get Hired or Promoted in 3 Steps

    Skills you'll gain: Infographics, LinkedIn, Social Media, Professional Networking, Professional Development, Strategic Communication, Recruitment, Data Visualization, Branding

    4.5
    Rating, 4.5 out of 5 stars
    ·
    684 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Introduction to Artificial Intelligence

    Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Deep Learning, Responsible AI, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Neural Networks, Convolutional Neural Networks, Regression Analysis, Law, Regulation, and Compliance, Classification Algorithms, Business Ethics, Governance

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    54 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Creating a Budget with Microsoft Excel

    Skills you'll gain: Budgeting, Microsoft Excel, Budget Management, Excel Formulas, Spreadsheet Software, Financial Data, Microsoft Office, Data Visualization

    4.5
    Rating, 4.5 out of 5 stars
    ·
    631 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Monetary Policy in the Asia Pacific

    Skills you'll gain: Market Liquidity, Analysis, Financial Policy, Economics, International Finance, Financial Market, Financial Regulation, Market Dynamics, Supply And Demand, Forecasting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    338 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Wesleyan University

    Introduction to Abnormal Psychology

    Skills you'll gain: Psychological Evaluations, Mental Health Diseases and Disorders, Clinical Psychology, Cultural Diversity, Psychotherapy, Mental Health, Psychology, Cognitive Behavioral Therapy, Mental Health Therapies, Interpersonal Communications, Clinical Assessment, Social Determinants Of Health

    4.9
    Rating, 4.9 out of 5 stars
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    493 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Building Systems with the ChatGPT API

    Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Large Language Modeling, Prompt Engineering, AI Workflows, Self Service Technologies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    310 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Sensor Manufacturing and Process Control

    Skills you'll gain: Control Systems, Process Control, Machine Controls, Automation Engineering, Manufacturing Processes, Embedded Software, Electrical and Computer Engineering, Embedded Systems, Electronics, Electronics Engineering, Test Equipment, Medical Imaging, Medical Devices, Electronic Components, Reliability, Product Testing

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    320 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    AWS Cloud Practitioner Exam Prep

    Skills you'll gain: Cloud Computing, Database Management, Resource Management, Cost Management, Business Software

    4.4
    Rating, 4.4 out of 5 stars
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    131 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    D

    Duke University

    Programming for Python Data Science: Principles to Practice

    Skills you'll gain: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Data Visualization Software, Predictive Analytics, Debugging, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Data Analysis

    4
    Rating, 4 out of 5 stars
    ·
    93 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of London

    Business Sustainability in the Circular Economy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    284 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Unsupervised Machine Learning: IBM
  • Software Engineering: Modeling Software Systems using UML: The Hong Kong University of Science and Technology
  • Job Success: Get Hired or Promoted in 3 Steps: The State University of New York
  • Introduction to Artificial Intelligence: University of Illinois Urbana-Champaign
  • Creating a Budget with Microsoft Excel: Coursera
  • Monetary Policy in the Asia Pacific: The Hong Kong University of Science and Technology
  • Introduction to Abnormal Psychology: Wesleyan University
  • Building Systems with the ChatGPT API: DeepLearning.AI
  • Sensor Manufacturing and Process Control: University of Colorado Boulder
  • AWS Cloud Practitioner Exam Prep: LearnKartS

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