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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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    John Wiley & Sons

    Applied Data Science with SQL, R, and Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Relational Databases, SQL, Database Theory, R (Software), Data Visualization, Statistical Programming, Ggplot2, Data Science, Query Languages, Databases, Database Systems, R Programming, Database Design, Statistical Methods, Database Management, Data Analysis, Power BI, Python Programming

    Intermediate · Course · 3 - 6 Months

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    Microsoft

    Microsoft 365 and Agent Administration

    Skills you'll gain: Microsoft 365, Authentications, Azure Active Directory, Zero Trust Network Access, Identity and Access Management, Microsoft Teams, Cyber Security Assessment, Multi-Factor Authentication, Microsoft Office, Microsoft Azure, User Provisioning, Role-Based Access Control (RBAC), Vulnerability Assessments, Security Controls, Security Architecture Review, Technical Communication, Multi-Tenant Cloud Environments, Collaborative Software, Help Desk Support, Portfolio Management

    Intermediate · Professional Certificate · 3 - 6 Months

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    John Wiley & Sons

    Assessing and Leading Organizational Culture Change

    Intermediate · Course · 1 - 3 Months

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    P

    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

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    C

    Chegg Skills

    Business Data Visualization

    Skills you'll gain: Data Visualization, Data Presentation, Statistical Visualization, Business Reporting, Data Visualization Software, Data Literacy, Data Storytelling, Plot (Graphics), Business Analytics, Histogram, Scatter Plots, Microsoft Excel, Data-Driven Decision-Making, Trend Analysis, Graphing, Descriptive Statistics, Data Analysis, Business Communication, Decision Making, Problem Solving

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Michigan

    Data Science Ethics

    Skills you'll gain: Data Ethics, Data Validation, Data Management, Data Collection, Data Analysis, Algorithms, Social Impact, Bayesian Statistics, Policy Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Correlation Analysis, Data Science, Sample Size Determination, Data Collection

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    365 reviews

    Intermediate · Specialization · 3 - 6 Months

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    D

    Duke University

    Entrepreneurial Finance: Strategy and Innovation

    Skills you'll gain: Financial Modeling, Blockchain, FinTech, Risk Modeling, Portfolio Risk, Entrepreneurial Finance, Financial Market, Business Valuation, Risk Management, Excel Formulas, Market Data, Emerging Technologies, Cryptography, Risk Analysis, Fundraising and Crowdsourcing, Law, Regulation, and Compliance, Financial Analysis, Entrepreneurship, Finance, Microsoft Excel

    4.5
    Rating, 4.5 out of 5 stars
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    1.5K reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Michigan

    Database Design and Basic SQL in PostgreSQL

    Skills you'll gain: Database Design, SQL, Relational Databases, PostgreSQL, Database Systems, Database Theory, Database Management, Data Modeling, Databases, Database Management Systems, Query Languages, Data Integrity

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Team Management

    Skills you'll gain: Meeting Facilitation, Delegation Skills, Team Performance Management, Constructive Feedback, Trustworthiness, Performance Appraisal, Goal Setting, Performance Review, Employee Coaching, Emotional Intelligence, Performance Management, Accountability, Accountability Frameworks, Collaborative Software, Discussion Facilitation, Microsoft Teams, Microsoft Copilot, Employee Performance Management, Leadership and Management, Performance Analysis

    Intermediate · Professional Certificate · 1 - 3 Months

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    U

    University of California San Diego

    Big Data Modeling and Management Systems

    Skills you'll gain: Data Modeling, Data Infrastructure, Data Store, Data Architecture, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Database Management, Database Software, Data Processing, Apache Hadoop, Query Languages, Relational Databases, Data Structures, Virtual Environment

    4.4
    Rating, 4.4 out of 5 stars
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    3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    MLOps | Machine Learning Operations

    Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Hugging Face, GitHub Copilot, Unit Testing, Data Engineering, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis

    4.1
    Rating, 4.1 out of 5 stars
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    638 reviews

    Advanced · Specialization · 3 - 6 Months

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

  • Applied Data Science with SQL, R, and Python: John Wiley & Sons
  • Microsoft 365 and Agent Administration: Microsoft
  • Assessing and Leading Organizational Culture Change: John Wiley & Sons
  • Foundations of Transformer Architectures for Natural Language Processing: Packt
  • Business Data Visualization: Chegg Skills
  • Data Science Ethics: University of Michigan
  • Data Science Foundations: Statistical Inference: University of Colorado Boulder
  • Entrepreneurial Finance: Strategy and Innovation: Duke University
  • Database Design and Basic SQL in PostgreSQL: University of Michigan
  • Microsoft Team Management: Microsoft

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