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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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    STARWEAVER

    Advanced Modeling, Visualization & Storytelling

    Skills you'll gain: Financial Modeling, Data Storytelling, Dashboard, Management Reporting, Data Presentation, Business Reporting, Financial Forecasting, Financial Reporting, Financial Statement Analysis, Business Modeling, Financial Analysis, Advanced Analytics, Performance Reporting, Business Analysis, Data Modeling, Interactive Data Visualization, Statistical Visualization, Data Visualization, Forecasting, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Atlassian

    Version Control with Git

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Bitbucket, Software Versioning, Software Configuration Management, Continuous Integration, Command-Line Interface, Collaborative Software

    4.7
    Rating, 4.7 out of 5 stars
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    3K reviews

    Mixed · Course · 1 - 4 Weeks

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    Meta

    Introduction to Data Analytics

    Skills you'll gain: Data Storytelling, Data Presentation, Business Metrics, Key Performance Indicators (KPIs), Performance Metric, Data Cleansing, Data Modeling, Analytics, Data Analysis, Data Visualization, Business Analytics, Analytical Skills, Exploratory Data Analysis, Data Quality, Data Manipulation, Generative AI, Data Collection, Data Management, Marketing

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Statistical Analysis, Natural Language Processing, Data-Driven Decision-Making, Analytics, Data Analysis, Statistical Machine Learning, Statistical Methods, Unsupervised Learning, Probability & Statistics, Correlation Analysis, Applied Machine Learning, Probability Distribution, Classification Algorithms, Model Optimization, Generative Model Architectures

    4.5
    Rating, 4.5 out of 5 stars
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    741 reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    BiteSize Stats: Key Probability Distributions

    Skills you'll gain: Probability Distribution, Statistical Modeling, Probability & Statistics, Statistical Methods, Probability, Statistical Analysis, Sampling (Statistics), Statistical Inference, Risk Modeling, Descriptive Statistics, Quality Control, Capacity Planning

    Beginner · Course · 1 - 3 Months

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    IBM

    Generative AI and LLMs: Architecture and Data Preparation

    Skills you'll gain: Large Language Modeling, Generative AI, Generative Model Architectures, LLM Application, Generative Adversarial Networks (GANs), Hugging Face, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Data Preprocessing, Artificial Intelligence, Model Training, Recurrent Neural Networks (RNNs), Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
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    464 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Toronto

    Introduction to Self-Driving Cars

    Skills you'll gain: Control Systems, Robotics, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Hardware Architecture, Systems Architecture, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    2.9K reviews

    Advanced · Course · 1 - 3 Months

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    Infosec

    Introduction to Privacy and Global Privacy Laws & Standards

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Law, Regulation, and Compliance, Medical Privacy, Regulatory Compliance, Regulation and Legal Compliance, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Governance, Data Security, Legal Risk, Payment Card Industry (PCI) Data Security Standards, Data Sharing, Child Welfare, Informed Consent, Computer Security, Risk Management Framework

    Beginner · Course · 1 - 4 Weeks

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    STARWEAVER

    GenAI for Data & Analytics

    Skills you'll gain: Prompt Engineering, AI literacy, Data Storytelling, Analytics, Generative AI, Business Analytics, Large Language Modeling, Data Analysis, Data Presentation, Business Reporting, ChatGPT, Business Analysis, Cross-Functional Collaboration, Report Writing, Exploratory Data Analysis, Data Visualization, Data Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Data Analysis and Exploration

    Skills you'll gain: Exploratory Data Analysis, Data Analysis, Business Analytics, Descriptive Analytics, Descriptive Statistics, Analytics, Analytical Skills, Statistical Analysis, Statistical Visualization, Data Visualization, Correlation Analysis, Histogram, Box Plots, Statistical Methods, Plot (Graphics), Scatter Plots, Statistics, Data Presentation, Graphing

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Advanced Data Visualization and Reporting

    Skills you'll gain: Dashboard Creation, Dashboard, Data Storytelling, Tableau Software, Data Modeling, Data Visualization, Data Presentation, Statistical Visualization, Interactive Data Visualization, Business Reporting, Business Intelligence, Data Visualization Software, Plot (Graphics), Key Performance Indicators (KPIs), Business Metrics, Analytics, Performance Measurement, Data Analysis, Business Analytics, Data Validation

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Next-Gen Brand Management

    Skills you'll gain: Brand Awareness, Brand Management, Canva (Software), Brand Marketing, Brand Strategy, Social Media Analytics, Branding, Content Scheduling, Logo Design, Digital Marketing Tools, Social Media, Social Media Marketing, Social Media Campaigns, Social Media Content, Data Visualization, Email Marketing, Digital Marketing, Generative AI, Content Creation, Marketing Analytics

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Advanced Modeling, Visualization & Storytelling: STARWEAVER
  • Version Control with Git: Atlassian
  • Introduction to Data Analytics: Meta
  • Text Mining and Analytics: University of Illinois Urbana-Champaign
  • BiteSize Stats: Key Probability Distributions: University of Colorado Boulder
  • Generative AI and LLMs: Architecture and Data Preparation: IBM
  • Introduction to Self-Driving Cars: University of Toronto
  • Introduction to Privacy and Global Privacy Laws & Standards: Infosec
  • GenAI for Data & Analytics: STARWEAVER
  • Data Analysis and Exploration: Coursera

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