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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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    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    Project Finance Modeling and Investment Analysis

    Skills you'll gain: Project Finance, Financial Modeling, Feasibility Studies, Financial Reporting, Project Performance, Financial Forecasting, Financial Analysis, Project Accounting, Finance, Performance Metric, Investment Management, Financial Data, Cost Estimation, Financial Statements, Project Estimation, Real Estate, Risk Management, Scenario Testing, Estimation, Decision Making

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Detect AI Anomalies: Real-Time Outliers

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Model Evaluation, Threat Detection, Statistical Analysis, Model Optimization, Statistical Hypothesis Testing, Trend Analysis, Real Time Data, Statistical Methods, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Deep Learning and Advanced Techniques

    Skills you'll gain: Model Deployment, Transfer Learning, Keras (Neural Network Library), Fine-tuning, Deep Learning, Applied Machine Learning, Tensorflow, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Artificial Neural Networks, Machine Learning Methods, Model Optimization, Model Training

    Advanced · Course · 1 - 4 Weeks

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    Packt

    CISA – Certified Information Systems Auditor Study Guide

    Skills you'll gain: Network Security, Business Continuity Planning, Business Continuity, Audit Planning, Disaster Recovery, OSI Models, Security Management, IT Management, Computer Security Incident Management, IT General Controls (ITGC), Information Assurance, Enterprise Architecture, Contingency Planning, Security Controls, IT Security Architecture, Firewall, Asset Protection, Systems Development, Auditing, Cryptography

    Beginner · Course · 1 - 3 Months

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    Packt

    ADK Mastery - From Beginner to Advanced Agent Development

    Skills you'll gain: Agentic Workflows, AI Orchestration, Generative AI Agents, AI Workflows, LLM Application, Agentic systems, Tool Calling, Context Management, AI Integrations, Data Persistence, Memory Management, Development Environment, Event-Driven Programming, Large Language Modeling, Software Architecture

    Intermediate · Course · 1 - 3 Months

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    Creo Incubator

    Understanding Startup Product, GTM, and Growth for VCs

    Skills you'll gain: Sales Strategy, Product Development, Go To Market Strategy, New Product Development, Sales Process, Sales Management, Experience Design, User Experience, Product Management, Sales Pipelines, Product Strategy, Commercialization, Sales Operations, Growth Strategies, Entrepreneurship, Product Marketing, Entrepreneurial Finance, Revenue Management, Investment Management, Marketing Channel

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Advanced HR Dashboards & Analytics in Excel

    Skills you'll gain: Dashboard, Compensation Analysis, Dashboard Creation, Microsoft Excel, Employee Retention, People Analytics, Training and Development, Compensation Management, Recruitment, Excel Macros, Spreadsheet Software, Talent Recruitment, Payroll, Employee Training, Data Visualization, Compensation Strategy, Training Programs, Human Resource Strategy, Workforce Planning, Human Resource Management

    Mixed · Course · 1 - 3 Months

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    Pragmatic AI Labs

    GitHub: Governing AI-Generated Code

    Skills you'll gain: GitHub Copilot, AI Security, Code Review, Secure Coding, Anthropic Claude, Security Testing, LLM Application, OpenAI API, Generative AI, Large Language Modeling, Open Web Application Security Project (OWASP), Verification And Validation, AI Workflows, Generative AI Agents, Responsible AI, Vulnerability Scanning, AI Enablement, Model Evaluation, GitHub, Application Security

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini in Google Meet - Español

    Skills you'll gain: Google Gemini, Gemini, Google Workspace, Generative AI, Language Interpretation, Translation, and Studies, Collaborative Software

    Beginner · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    School gardens for future citizens

    Skills you'll gain: Education Software and Technology, Collaborative Software, Digital pedagogy, Education and Training, Google Workspace, Internet Of Things, Sustainable Development, digital literacy, Emerging Technologies, Environmental Issue, Technology Solutions, Data Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Houdini FX Procedural Modeling and VEX Effects Mastery

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, SketchUp (3D Modeling Software), Model Optimization, Computer Graphics, Process Driven Development, Computer Graphic Techniques, Workflow Management, Visualization (Computer Graphics), Geometry, User Interface (UI), Mathematical Modeling, Linear Algebra, Programming Principles, Scripting, Process Modeling, Control Panels, Project Design, Business Process Modeling

    Beginner · Specialization · 3 - 6 Months

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

  • Prescriptive Analytics: O.P. Jindal Global University
  • Project Finance Modeling and Investment Analysis: EDUCBA
  • Detect AI Anomalies: Real-Time Outliers: Coursera
  • Deep Learning and Advanced Techniques: Packt
  • CISA – Certified Information Systems Auditor Study Guide: Packt
  • ADK Mastery - From Beginner to Advanced Agent Development: Packt
  • Understanding Startup Product, GTM, and Growth for VCs: Creo Incubator
  • Advanced HR Dashboards & Analytics in Excel: EDUCBA
  • GitHub: Governing AI-Generated Code: Pragmatic AI Labs
  • Gemini in Google Meet - Español: Google Cloud

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