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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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    Arizona State University

    Classification and Planned Experiments

    Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Risk Management and Portfolio Theory

    Skills you'll gain: Enterprise Risk Management (ERM), Portfolio Management, Governance Risk Management and Compliance, Portfolio Risk, Governance, Risk Management, Risk Modeling, Risk Management Framework, Financial Management, Market Liquidity, Risk Analysis, Financial Services, Risk Control, Finance, Risk Mitigation, Probability, IT Management, Capital Markets, Decision Making, Application Frameworks

    Mixed · Course · 1 - 3 Months

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    Packt

    Designing and Deploying Advanced AI Agents and Applications

    Skills you'll gain: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Orchestration, LLM Application, Generative AI Agents, Agentic Workflows, Artificial Intelligence, Agentic systems, Large Language Modeling, Machine Learning Methods, Cloud Services, Responsible AI, Cloud Deployment, Machine Learning Algorithms, Model Training, Front-End Web Development, Python Programming, Scalability, Data Science, Data Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Complete Tableau Bootcamp for Aspiring Data Scientists

    Skills you'll gain: Dashboard, Data Visualization Software, Data Visualization, Statistical Visualization, Plot (Graphics), Interactive Data Visualization, Data Presentation, Graphing, Data Preprocessing, Data Manipulation, Scatter Plots, Data Wrangling, Data Analysis, Data Modeling, Software Installation, Data Integration, Data Access

    Beginner · Course · 1 - 3 Months

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    Coursera

    Evaluate and Create ML Workflows Visually

    Skills you'll gain: Model Training, MLOps (Machine Learning Operations), Software Visualization, Dashboard Creation, Grafana, Code Reusability, Performance Metric, Data Pipelines, Performance Analysis, Collaborative Software

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Apply Statistical Data Analysis with Minitab

    Skills you'll gain: Classification And Regression Tree (CART), Data-Driven Decision-Making, Minitab, Regression Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Case Studies, Business Analytics, Data Visualization, Decision Tree Learning, Predictive Analytics, Estimation, Statistical Visualization, Probability & Statistics, Microsoft Excel, Descriptive Analytics, Statistical Analysis, Data Analysis, Decision Making, Data Literacy

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    SAS

    Analytics Applications Across the Data & AI Lifecycle

    Skills you'll gain: Predictive Modeling, SAS (Software), Predictive Analytics, Decision Intelligence, Responsible AI, Analytics, Data Analysis, Business Analytics, Data-Driven Decision-Making, Team Oriented, Exploratory Data Analysis, Data Management, Data Visualization Software, Process Design, Data Access, Data Processing, Dataflow

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Banking Payments and Financial Services

    Skills you'll gain: Banking Services, Bank Regulations, Banking, Payment Systems, Financial Inclusion, Customer Relationship Management, Payment Processing, Financial Regulation, Financial Services, Regulatory Requirements, International Finance, Customer experience improvement, Regulatory Compliance, Merchant Services, Investments, Investment Management, Customer Relationship Building, Technology Strategies

    Mixed · Course · 1 - 4 Weeks

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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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    Board Infinity

    Forecasting for Marketers: Mastering Google Analytics

    Skills you'll gain: Financial Forecasting, Data-Driven Marketing, Cross-Channel Marketing, Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Revenue Forecasting, Marketing Effectiveness, Marketing Planning, Web Analytics, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Dashboard, Dashboard Creation, Performance Reporting, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Computer Networks: Implementation & Security

    Skills you'll gain: OSI Models, Computer Networking, Virtual Local Area Network (VLAN), Network Administration, Network Architecture, Network Infrastructure, Network Troubleshooting, General Networking, Wide Area Networks, Network Planning And Design, Local Area Networks, Cloud Computing, TCP/IP, Network Security, Threat Detection, Cloud Services, Network Protocols, Intrusion Detection and Prevention, Networking Hardware, Computer Security

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Game Development, Data Science, and Machine Learning

    Skills you'll gain: Predictive Modeling, Data Preprocessing, Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, Machine Learning Software, Machine Learning Methods, Object Oriented Design, Data Wrangling, Game Design, Data Science, Data Import/Export, Development Environment

    Intermediate · Course · 3 - 6 Months

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

  • Classification and Planned Experiments: Arizona State University
  • Risk Management and Portfolio Theory: EDUCBA
  • Designing and Deploying Advanced AI Agents and Applications: Packt
  • The Complete Tableau Bootcamp for Aspiring Data Scientists: Packt
  • Evaluate and Create ML Workflows Visually: Coursera
  • Apply Statistical Data Analysis with Minitab: EDUCBA
  • Analytics Applications Across the Data & AI Lifecycle: SAS
  • Banking Payments and Financial Services: EDUCBA
  • Project Finance Modeling and Investment Analysis: EDUCBA
  • Forecasting for Marketers: Mastering Google Analytics: Board Infinity

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