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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
    U

    University of Illinois Urbana-Champaign

    Professional Success Skills

    Skills you'll gain: Creative Thinking, Creativity, Data Presentation, Business Ethics, Business Analytics, Data Visualization, Ideation, Data Literacy, Creative Problem-Solving, Leadership and Management, Data Storytelling, Business Analysis, Brainstorming, Organizational Leadership, Ethical Standards And Conduct, Decision Making, Emotional Intelligence, Cultural Sensitivity, Cultural Diversity, Brand Management

    4.8
    Rating, 4.8 out of 5 stars
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    468 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Calendar

    Skills you'll gain: Google Workspace, Calendar Management, Setting Appointments, Collaborative Software, Productivity Software, Scheduling, Event Management, Data Sharing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    382 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Building Smarter Software: GenAI Tools and Practices

    Skills you'll gain: Test Planning, Prompt Engineering, Version Control, OpenAI API, Debugging, Google Gemini, Flask (Web Framework), Software Design Patterns, Git (Version Control System), GitLab, Responsible AI, Infrastructure as Code (IaC), GitHub, Collaborative Software, Application Programming Interface (API), Mobile Development, Front-End Web Development, Back-End Web Development, Application Development, Artificial Intelligence and Machine Learning (AI/ML)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    132 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Introduction to Business Analytics: Communicating with Data

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Storytelling, Data Collection, Data Quality, Business Analytics, Data Visualization Software, Data-Driven Decision-Making, Analytics, Data Analysis, Exploratory Data Analysis, R (Software), Driving engagement, Communication, R Programming, Graphing, Health Care

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    660 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    AI Capstone Project with Deep Learning

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, PyTorch (Machine Learning Library), Computer Vision, Machine Learning, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    697 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    ChatGPT Playground for Beginners: Intro to NLP AI

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Context Engineering, ChatGPT, Patient Communication, Large Language Modeling, Generative AI, Token Optimization, AI Personalization, Telehealth, Health Technology, Artificial Intelligence, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    82 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Analytics, Statistical Visualization, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Classification And Regression Tree (CART), Data Analysis, Applied Machine Learning, Classification Algorithms, Data Analysis Software, Microsoft Excel, Data Preprocessing, Data Cleansing

    3.6
    Rating, 3.6 out of 5 stars
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    605 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    É

    École normale supérieure

    Approximation Algorithms Part I

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Graph Theory, Operations Research, Linear Algebra, Applied Mathematics, Mathematical Modeling, Solution Design, Probability

    4.7
    Rating, 4.7 out of 5 stars
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    558 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Machine Learning Capstone

    Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Applied Machine Learning, Predictive Modeling, Data Presentation, Machine Learning, Collaborative Software, Data Analysis, Predictive Analytics, Technical Communication, Machine Learning Algorithms, Statistical Analysis, Scikit Learn (Machine Learning Library), Keras (Neural Network Library), Descriptive Statistics, Regression Analysis, Python Programming, Text Mining, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    207 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to High-Performance and Parallel Computing

    Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Shell Script, Computer Systems, Big Data, Linux Commands, Hardware Architecture, Operating Systems, File Systems, Computing Platforms, Linux, Performance Testing, Scripting, Performance Tuning, Memory Management, Programming Principles, Capacity Management, File Management

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    167 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Glasgow

    Diversity and Inclusion in Education

    Skills you'll gain: Special Education, Education and Training, Diversity Awareness, Disabilities, Teaching, Pedagogy, Individualized Education Programs (IEP), Cultural Diversity, Instructional Strategies, Diversity Equity and Inclusion Initiatives, Social Justice, Public Policies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    400 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Getting Started with Google Workspace en Español

    Skills you'll gain: Google Docs, Gmail, Google Sheets, Google Workspace, Calendar Management, Presentations, Spreadsheet Software, File Management, Version Control, Setting Appointments, Productivity Software, Document Management, Document Control, Email Security, Meeting Facilitation, Data Visualization, Email Automation, Event Management, Sales Presentations, Collaborative Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    647 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Professional Success Skills: University of Illinois Urbana-Champaign
  • Google Calendar: Google Cloud
  • Building Smarter Software: GenAI Tools and Practices: Coursera
  • Introduction to Business Analytics: Communicating with Data : University of Illinois Urbana-Champaign
  • AI Capstone Project with Deep Learning : IBM
  • ChatGPT Playground for Beginners: Intro to NLP AI: Coursera
  • Predictive Modeling and Analytics : University of Colorado Boulder
  • Approximation Algorithms Part I: École normale supérieure
  • Machine Learning Capstone: IBM
  • Introduction to High-Performance and Parallel Computing: University of Colorado Boulder

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