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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


  • D

    Duke University

    MLOps Platforms: Amazon SageMaker and Azure ML

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Microsoft Azure, Model Deployment, Exploratory Data Analysis, Data Pipelines, Model Training, Amazon Web Services, Feature Engineering, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Preprocessing, Cloud Deployment, Data Analysis, Applied Machine Learning, Machine Learning Methods, Serverless Computing, Machine Learning, Python Programming

    3.5
    Rating, 3.5 out of 5 stars
    ·
    56 reviews

    Advanced · Course · 1 - 3 Months

  • I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Visualization, Data Science, Exploratory Data Analysis, Data Presentation, Statistical Programming, Statistical Methods, Statistical Machine Learning, Analysis, Statistical Modeling, Applied Machine Learning, Probability & Statistics, R (Software), Statistical Software, Forecasting, Machine Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    22 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Interpretable Machine Learning Applications: Part 1

    Skills you'll gain: Model Training, Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Model Evaluation, Random Forest Algorithm, Responsible AI, Predictive Modeling, Data Preprocessing, Data Import/Export, Machine Learning, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    102 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Cape Town

    Climate Adaptation in Africa

    Skills you'll gain: Climate Change Adaptation, Climate Change Programs, Water Resources, Water Sustainability, Sustainable Development, Environmental Policy, Hydrology, Water Resource Management, Land Management, Community Development, Climate Change Mitigation, Environmental Issue, Environment, Natural Resource Management, Environment and Resource Management, Socioeconomics, Economic Development, Vulnerability, Governance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    125 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Toronto

    GIS, Mapping, and Spatial Analysis Capstone

    Skills you'll gain: Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, ArcGIS, Geospatial Information and Technology, GIS Software, Data Manipulation, Data Synthesis, Data Visualization, Data Compilation, Interactive Data Visualization, Data Processing, Data Wrangling, Data Mapping, Data Storytelling, Metadata Management, Data Integration, Graphic and Visual Design, Data Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    325 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Blended Language Learning: Design and Practice for Teachers

    Skills you'll gain: Blended Learning, Course Development, Web Content Accessibility Guidelines, Education Software and Technology, Digital pedagogy, Learning Management Systems, Language Learning, Collaborative Software, Language Competency

    4.8
    Rating, 4.8 out of 5 stars
    ·
    261 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Master Class for Corporate Entrepreneurs

    Skills you'll gain: Proposal Development, Innovation, Proposal Writing, Market Opportunities, Entrepreneurship, Business Modeling, New Business Development, Entrepreneurial Finance, Corporate Finance, Overcoming Objections, New Product Development, Business Strategy, Commercialization, Value Propositions

    4.8
    Rating, 4.8 out of 5 stars
    ·
    130 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Cyber Security: DevOps

    Skills you'll gain: DevSecOps, Secure Coding, Cryptography, Application Security, Security Testing, IT Security Architecture, Cyber Threat Intelligence, Cyber Risk, Encryption, Network Security, AI Integrations, DevOps, Cybersecurity, CI/CD, Security Awareness, Cloud Security, Software Development, Security Controls, Artificial Intelligence and Machine Learning (AI/ML), Software Architecture

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 3 - 6 Months

  • 2

    28DIGITAL

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Applied Machine Learning, Machine Learning Methods, Data Analysis, Risking, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Descriptive Analytics, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    274 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Get Started with Word Processing Applications: Word

    Skills you'll gain: Collaborative Software, Google Docs, Microsoft Word, Microsoft Office, Document Management, Productivity Software, Office Administration, Editing, Writing and Editing, Writing, Cloud Applications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    134 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Python, SQL, Tableau for Data Science

    Skills you'll gain: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning

    3.8
    Rating, 3.8 out of 5 stars
    ·
    27 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • J

    Johns Hopkins University

    Engineering Life: Synbio, Bioethics & Public Policy

    Skills you'll gain: Biological Engineering, Governance, Biotechnology, Policy Analysis, Medical Science and Research, Healthcare Ethics, Clinical Research Ethics, Health Care Procedure and Regulation, Health Policy, Public Policies, Policty Analysis, Research, and Development, Environmental Issue, Ethical Standards And Conduct, Policy Development, Public Health, Case Studies

    4.1
    Rating, 4.1 out of 5 stars
    ·
    82 reviews

    Intermediate · Course · 1 - 3 Months

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

  • MLOps Platforms: Amazon SageMaker and Azure ML: Duke University
  • Introduction to Data Science Techniques: Illinois Tech
  • Interpretable Machine Learning Applications: Part 1: Coursera
  • Climate Adaptation in Africa: University of Cape Town
  • GIS, Mapping, and Spatial Analysis Capstone: University of Toronto
  • Blended Language Learning: Design and Practice for Teachers: University of Colorado Boulder
  • Master Class for Corporate Entrepreneurs: University of Maryland, College Park
  • Cyber Security: DevOps: Macquarie University
  • Data Science for Business Innovation: 28DIGITAL
  • Get Started with Word Processing Applications: Word: SkillUp

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