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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


  • U

    University of Illinois Urbana-Champaign

    Machine Learning Algorithms with Python in Business Analytics

    Skills you'll gain: Classification Algorithms, Business Analytics, Data Preprocessing, Analytics, Regression Analysis, Machine Learning Algorithms, Advanced Analytics, Applied Machine Learning, Scikit Learn (Machine Learning Library), Business Analysis, Unsupervised Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Python Programming, Decision Tree Learning, Supervised Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Mathematical Foundations for Data Science and Analytics

    Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Plot (Graphics), Statistics, Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning

    3.8
    Rating, 3.8 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 1 - 3 Months

  • 2

    28DIGITAL

    Innovation & Entrepreneurship - From Design Thinking to Funding

    Skills you'll gain: Business Modeling, Design Thinking, Innovation, Ideation, Entrepreneurship, Solution Design, Business Strategy, Business Architecture, Customer Insights, Brainstorming, Customer Analysis, Market Opportunities, Entrepreneurial Finance, Creativity, Product Strategy, Fundraising and Crowdsourcing, Value Propositions

    4.7
    Rating, 4.7 out of 5 stars
    ·
    153 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    Simplilearn

    CBAP Certification Business Analysis Training

    Skills you'll gain: Project Risk Management, Requirements Management, Project Management, Risk Management, Project Planning, Data Visualization, Agile Methodology, Agile Project Management, Microsoft Excel, Solution Design, Cost Management, Business Analysis, Interactive Data Visualization, Excel Formulas, Requirements Elicitation, Stakeholder Management, Pivot Tables And Charts, Business Analytics, Data Analysis, Data Validation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    51 reviews

    Beginner · Specialization · 1 - 3 Months

  • 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

  • U

    University of Colorado System

    Kalman Filter Boot Camp (and State Estimation)

    Skills you'll gain: Linear Algebra, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Simulations, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Statistical Methods, Probability Distribution

    4.9
    Rating, 4.9 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Build AI Agents using MCP

    Skills you'll gain: AI Security, AI Integrations, Agentic Workflows, Responsible AI, AI Orchestration, Authorization (Computing), JSON, Agentic systems, Context Management, Requirements Elicitation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Azure Machine Learning for Data Scientists

    Skills you'll gain: Responsible AI, Microsoft Azure, Unsupervised Learning, Databricks, MLOps (Machine Learning Operations), Applied Machine Learning, Classification Algorithms, Model Training, Regression Analysis, Scikit Learn (Machine Learning Library), Predictive Modeling, Model Deployment, Cloud Management, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Supervised Learning, Machine Learning Algorithms, Data Pipelines, Data Transformation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    178 reviews

    Intermediate · Course · 1 - 4 Weeks

  • S

    Scrimba

    Intro to Claude AI

    Skills you'll gain: Anthropic Claude, Prompt Engineering, LLM Application, Generative AI, Large Language Modeling, Multimodal Prompts, Cloud API, AI literacy, Artificial Intelligence, Responsible AI, Application Programming Interface (API), Cloud Deployment

    4.3
    Rating, 4.3 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Bayesian Statistics, Artificial Intelligence, Probability, Regression Analysis, Calculus, Mathematical Software, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Model Optimization, Integral Calculus, Algebra, Machine Learning Algorithms, Dimensionality Reduction

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Data Management, Clinical Data Management, Precision Medicine, Data Analysis, Data Mining, Applied Machine Learning, Unsupervised Learning, Cell Biology, Scientific Visualization, Large Language Modeling, LLM Application, Network Model, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Trello for Beginners

    Skills you'll gain: Kanban Principles, Agile Methodology, Workflow Management, Prioritization, Collaborative Software, Project Management Software, Organizational Skills, Lean Methodologies, Project Management, Administration

    4.4
    Rating, 4.4 out of 5 stars
    ·
    185 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

  • Machine Learning Algorithms with Python in Business Analytics: University of Illinois Urbana-Champaign
  • Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
  • Innovation & Entrepreneurship - From Design Thinking to Funding: 28DIGITAL
  • CBAP Certification Business Analysis Training: Simplilearn
  • Open AI for Beginners: Programmatic Prompting: Coursera
  • Kalman Filter Boot Camp (and State Estimation): University of Colorado System
  • Build AI Agents using MCP: IBM
  • Microsoft Azure Machine Learning for Data Scientists: Microsoft
  • Intro to Claude AI: Scrimba
  • Foundational Mathematics for AI: Johns Hopkins University

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