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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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    Korea Advanced Institute of Science and Technology(KAIST)

    Applied Math for Materials Science and Engineering (Part 2)

    Skills you'll gain: Mathematical Modeling, Engineering Calculations, Integral Calculus, Applied Mathematics, Engineering Analysis, Advanced Mathematics, Calculus, Mathematical Theory & Analysis, Differential Equations, Mechanics, Trigonometry, Engineering, Geometry, Electrical Engineering

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Flask Fundamentals, App Basics, and Food Tracker App

    Skills you'll gain: Flask (Web Framework), Restful API, Cloud Deployment, Dashboard Creation, Full-Stack Web Development, Data Visualization, Application Deployment, Object-Relational Mapping, Interactive Data Visualization, Cloud Applications, Application Programming Interface (API), Databases, Web Applications, Web Development, Authentications, Database Management, SQL, User Accounts, Database Design, Scalability

    Beginner · Course · 1 - 3 Months

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    Coursera

    Financial Modeling with Excel NPV

    Skills you'll gain: Capital Budgeting, Cash Flows, Financial Modeling, Excel Formulas, Financial Analysis, Data-Driven Decision-Making, Project Finance, Microsoft Excel

    Intermediate · Course · 1 - 4 Weeks

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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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    Packt

    Build with LLMs: Prompt Engineering & Real AI Projects

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Token Optimization, LLM Application, Large Language Modeling, Generative AI, AI Workflows, AI Integrations, Application Programming Interface (API), Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    AI-Enabled Programming, Networking, and Cybersecurity

    Skills you'll gain: Prompt Engineering, GitHub Copilot, LangChain, LLM Application, Emerging Technologies, AI Orchestration, AI Workflows, AI Security, OpenAI, AI Integrations, ChatGPT, AI literacy, Responsible AI, Artificial Intelligence, General Networking, Cybersecurity, Network Administration, Software Development, Quantum computing

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    NLP in Engineering: Concepts & Real-World Applications

    Skills you'll gain: Model Training, Natural Language Processing, Embeddings, Model Optimization, Data Ethics, Responsible AI, Deep Learning, Machine Learning Methods, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Machine Learning, Artificial Intelligence, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Power BI Bootcamp - Learn by Building a Real-World Project

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Data Analysis, Business Intelligence, Star Schema, Data Transformation, Snowflake Schema, Data Visualization Software, Data Integration, Data Cleansing, Data Wrangling, Interactive Data Visualization, Dashboard Creation, Data Presentation, Business Reporting, Transact-SQL, Data Import/Export, Data Sharing

    Intermediate · Course · 1 - 3 Months

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    LearnKartS

    Marketing Analytics Mastery: KPIs, Funnels & Growth

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Marketing Effectiveness, Customer Acquisition Management, Conversion Funnel Analysis, Google Analytics, Data-Driven Decision-Making, Marketing Strategies, Web Analytics, Analytics, Customer Analysis, Marketing, Business Analytics, Data Analysis, Performance marketing, Key Performance Indicators (KPIs), Microsoft Excel, Business Analysis, E-Commerce, Data Visualization

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Using BigQuery Machine Learning for inference

    Skills you'll gain: Data Analysis, Analytics, Big Data, Applied Machine Learning, Model Training, Google Cloud Platform, Machine Learning Algorithms, Machine Learning, SQL

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    R Programming: Data Analysis and Modeling

    Skills you'll gain: Ggplot2, R Programming, Plot (Graphics), Data Visualization, Data Manipulation, Statistical Visualization, Statistical Modeling, Data Analysis, Data Science, Statistical Analysis, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Regression Analysis, Data Structures, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 3 Months

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    Coursera

    Apply AI Techniques & Prescriptives

    Skills you'll gain: Operations Research, Strategic Decision-Making, Decision Intelligence, Generative AI, Business Analytics, Advanced Analytics, Analytics, Process Optimization, Applied Machine Learning, Predictive Analytics, Artificial Intelligence, Decision Making, Performance Analysis, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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

  • Applied Math for Materials Science and Engineering (Part 2): Korea Advanced Institute of Science and Technology(KAIST)
  • Flask Fundamentals, App Basics, and Food Tracker App: Packt
  • Financial Modeling with Excel NPV: Coursera
  • Analytics Applications Across the Data & AI Lifecycle: SAS
  • Build with LLMs: Prompt Engineering & Real AI Projects: Packt
  • AI-Enabled Programming, Networking, and Cybersecurity: Pearson
  • NLP in Engineering: Concepts & Real-World Applications: Northeastern University
  • Power BI Bootcamp - Learn by Building a Real-World Project: Packt
  • Marketing Analytics Mastery: KPIs, Funnels & Growth: LearnKartS
  • Using BigQuery Machine Learning for inference: Google Cloud

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