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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

    Quantitative Tools for Risk and Decision Analysis

    Skills you'll gain: Risk Modeling, Estimation, Risk Management, Analysis, Decision Making, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Strategic Decision-Making, Probability, Quantitative Research, Statistical Modeling, Data Collection, Data Analysis, Probability Distribution, Predictive Modeling, Strategic Prioritization, Simulation and Simulation Software, Statistical Methods

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Financial Modeling with Spreadsheet Automation

    Skills you'll gain: Excel Macros, Actuarial Science, Financial Modeling, Derivatives, Risk Modeling, Simulations, Forecasting, Debugging, Financial Market, Finance, Financial Forecasting, Analysis, Financial Data, Financial Analysis, Automation, Financial Planning, Financial Reporting, Business, Planning, Environment

    Mixed · Course · 1 - 4 Weeks

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    Akamai Technologies, Inc.

    Akamai Network Engineering

    Skills you'll gain: SQL, Linux, Endpoint Security, Database Management, Incident Response, Relational Databases, Network Security, Database Systems, Vulnerability Scanning, Computer Security Incident Management, Security Management, Databases, Linux Administration, File Systems, Routing Protocols, OSI Models, Application Development, Remote Access Systems, Scripting, Scripting Languages

    4.7
    Rating, 4.7 out of 5 stars
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    370 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Madecraft

    Data Analytics: Dashboards vs. Data Stories

    Skills you'll gain: Data Storytelling, Dashboard, Dashboard Creation, Data Presentation, Interactive Data Visualization, Power BI, Business Intelligence, Storytelling, Data-Driven Decision-Making, Data Visualization, Data Analysis, Analytics, Stakeholder Analysis, Stakeholder Communications, Exploratory Data Analysis, Key Performance Indicators (KPIs), Stakeholder Engagement, Action Oriented

    Intermediate · Course · 1 - 3 Months

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    Packt

    Getting it Done with AI

    Skills you'll gain: Prompt Engineering, Large Language Modeling, AI powered creativity, AI Personalization, Prompt Patterns, AI literacy, LLM Application, Multimodal Prompts, AI Enablement, Prompt Engineering Tools, Artificial Intelligence, AI Workflows, Generative AI, Responsible AI, Critical Thinking, Lifelong Learning, Adaptability

    Beginner · Course · 1 - 4 Weeks

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    Rice University

    Fundamentals of Immunology: Innate Immunity and B-Cell Function

    Skills you'll gain: Immunology, Public Health, Anatomy, Molecular Biology, Molecular, Cellular, and Microbiology, Infectious Diseases, Life Sciences, Medical Terminology, Cell Biology, Biochemistry, Biology

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Intermediate · Course · 1 - 3 Months

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    Vanderbilt University

    Honors AI & AI Agents for High School Students

    Skills you'll gain: Generative AI Agents, Prompt Engineering, Prompt Patterns, AI literacy, Agentic Workflows, Prompt Engineering Tools, Multimodal Prompts, ChatGPT, Agentic systems, AI Enablement, Anthropic Claude, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Generative AI, AI powered creativity, Responsible AI, Claude Code, AI Personalization, AI Integrations

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    Deep Learning Model Engineering and Optimization

    Skills you'll gain: Model Optimization, Deep Learning, PyTorch (Machine Learning Library), Model Training, Model Deployment, AI Workflows, Convolutional Neural Networks, Machine Learning Methods, Model Evaluation, Applied Machine Learning, Performance Tuning, Network Model, Artificial Neural Networks, Technical Communication

    Intermediate · Course · 1 - 3 Months

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    Packt

    GenAI for .NET: Build LLM Apps with OpenAI and Ollama

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI, OpenAI API, Embeddings, Multimodal Prompts, Tool Calling, Image Analysis, Large Language Modeling, .NET Framework, OpenAI, Artificial Intelligence, Vector Databases, Model Deployment, Microservices, Cloud API

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Microsoft Azure Data Scientist Associate (DP-100) Exam Prep

    Skills you'll gain: Responsible AI, Model Deployment, Model Training, Convolutional Neural Networks, Classification Algorithms, Data Analysis, Image Analysis, Data Store, Data Integration, Data Lakes, Model Evaluation, Transfer Learning, Cloud Management, Machine Learning Methods, Machine Learning, Data Processing, Data Preprocessing, Data Pipelines, Data Transformation, Data Manipulation

    4.2
    Rating, 4.2 out of 5 stars
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    621 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    EDUCBA

    Group Behavior and Team Management Essentials

    Skills you'll gain: Teamwork, Team Management, Team Leadership, Team Building, Team Performance Management, Collaboration, Virtual Teams, Behavior Management, Team Collaboration, Decision Making, Leadership, Team Motivation, Organizational Structure, Leadership Development, Conflict Management, Critical Thinking, Productivity, Problem Solving, Communication Strategies, Communication

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    MLOps: Build & Deploy ML Systems

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, AWS SageMaker, DevOps, CI/CD, Kubernetes, Cloud-Native Computing, Model Training, Fraud detection, Continuous Deployment, Devops Tools, AI Workflows, Continuous Integration, Application Deployment, Site Reliability Engineering, Application Lifecycle Management, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Scalability, Artificial Intelligence

    Intermediate · Specialization · 1 - 3 Months

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

  • Quantitative Tools for Risk and Decision Analysis: John Wiley & Sons
  • Financial Modeling with Spreadsheet Automation: EDUCBA
  • Akamai Network Engineering: Akamai Technologies, Inc.
  • Data Analytics: Dashboards vs. Data Stories: Madecraft
  • Getting it Done with AI: Packt
  • Fundamentals of Immunology: Innate Immunity and B-Cell Function: Rice University
  • Honors AI & AI Agents for High School Students: Vanderbilt University
  • Deep Learning Model Engineering and Optimization: Coursera
  • GenAI for .NET: Build LLM Apps with OpenAI and Ollama: Packt
  • Microsoft Azure Data Scientist Associate (DP-100) Exam Prep: Microsoft

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