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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


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    Atlassian

    Introduction to Jira

    Skills you'll gain: Issue Tracking, Collaborative Software, Workflow Management, Project Management Software, Administration

    4.5
    Rating, 4.5 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, Model Evaluation, Fine-tuning, Model Deployment, Feature Engineering, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Generative AI, LLM Application, MLOps (Machine Learning Operations), Model Training, OpenAI API, Generative Adversarial Networks (GANs), Business Strategy, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    100 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of California, Irvine

    Data Warehousing and Business Intelligence

    Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Data Architecture, Unsupervised Learning, Data-Driven Decision-Making, Databases, Predictive Analytics, Predictive Modeling, Cloud Computing, Market Analysis, Classification Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    131 reviews

    Beginner · Course · 1 - 4 Weeks

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    Amazon Web Services

    Getting Started with AWS Generative AI for Developers

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI, Large Language Modeling, LLM Application, AI literacy, Amazon Web Services, AI Integrations, Application Programming Interface (API)

    4.6
    Rating, 4.6 out of 5 stars
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    64 reviews

    Beginner · Course · 1 - 4 Weeks

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    Columbia University

    Term-Structure and Credit Derivatives

    Skills you'll gain: Derivatives, Mortgage Loans, Securities (Finance), Credit Risk, Futures Exchange, Financial Modeling, Risk Modeling, Financial Market, Mathematical Modeling, Loans, Applied Mathematics, Microsoft Excel, Model Evaluation, Cash Flows

    4.5
    Rating, 4.5 out of 5 stars
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    68 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Macquarie University

    Career planning: Your career, your life

    Skills you'll gain: Adaptability, Web Presence, Business Writing, Professional Development, Writing, Digital Brand Strategy, Communication, Proactivity, Personal Development, Professional Networking, digital literacy, Planning, Lifelong Learning, Self-Awareness, Crisis Management, Design Thinking, Branding, Creative Thinking

    4.8
    Rating, 4.8 out of 5 stars
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    273 reviews

    Mixed · Course · 1 - 3 Months

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    Macquarie University

    Навыки Excel для бизнеса: Основы

    Skills you'll gain: Data Visualization, Microsoft Excel, Spreadsheet Software, Excel Formulas, Data Management, Computer Literacy, Productivity Software, Writing

    4.6
    Rating, 4.6 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Software Quality Assurance and Testing

    Skills you'll gain: Test Automation, Performance Testing, Software Quality Assurance, White-Box Testing, API Testing, Test Script Development, AI Security, Performance Stress Testing, Regression Testing, Software Quality (SQA/SQC), AI Integrations, Code Review, Scalability, Automation, Code Coverage, Software Technical Review, DevOps, Collaborative Software, Development Environment, Security Testing

    4.1
    Rating, 4.1 out of 5 stars
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    47 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    SkillsBooster Academy

    AI for Content Creation

    Skills you'll gain: Prompt Engineering, Presentations, AI powered creativity, Marketing Automation, Generative AI, Content Creation, Generative AI Agents, Marketing Design, Brand Management, Brand Strategy, Multimedia, Strategic Marketing, Data Visualization, Brand Awareness, Visual Design, Interactive Data Visualization, Artificial Intelligence and Machine Learning (AI/ML), Video Editing, Persona Development, Responsible AI

    4.5
    Rating, 4.5 out of 5 stars
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    33 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Coursera

    Figma, Sketch & Miro for UX Design

    Skills you'll gain: User Research, Prototyping, Wireframing, User Interface and User Experience (UI/UX) Design, Systems Design, User Flows, Collaborative Software, Design, Style Guides, Design Specifications, Peer Review, Interactive Design, Persona Development, User Interface (UI) Design, UI Components, Design Software, Ideation, Design Elements And Principles

    4.6
    Rating, 4.6 out of 5 stars
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    39 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Coursera

    Create Interactive Dashboards with Streamlit and Python

    Skills you'll gain: Plotly, Dashboard, Plot (Graphics), Pandas (Python Package), Dashboard Creation, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Web Design and Development, Application Development, Data Presentation, Data Science, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    403 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    SAS

    SAS Machine Learning Engineer

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Classification And Regression Tree (CART), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Model Training, Supervised Learning, Decision Tree Learning, Probability & Statistics, Data Processing, Statistical Software, Machine Learning Methods, Machine Learning Software, Workflow Management, Machine Learning, Correlation Analysis, Applied Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    105 reviews

    Advanced · Professional Certificate · 3 - 6 Months

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

  • Introduction to Jira: Atlassian
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • Data Warehousing and Business Intelligence: University of California, Irvine
  • Getting Started with AWS Generative AI for Developers: Amazon Web Services
  • Term-Structure and Credit Derivatives: Columbia University
  • Career planning: Your career, your life: Macquarie University
  • Навыки Excel для бизнеса: Основы: Macquarie University
  • Software Quality Assurance and Testing: Board Infinity
  • AI for Content Creation: SkillsBooster Academy
  • Figma, Sketch & Miro for UX Design: Coursera

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