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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


  • C

    Coursera

    Open source Data Engineering with Spark, dbt & Airflow

    Skills you'll gain: Data Warehousing, Data Flow Diagrams (DFDs), Data Modeling, Data Pipelines, Ansible, Cloud Security, Diagram Design, Data Validation, Database Design, Apache Airflow, Star Schema, Snowflake Schema, Interviewing Skills, Apache Spark, PySpark, CI/CD, Docker (Software), SQL, Workflow Management, Git (Version Control System)

    Intermediate · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    تمثيل البيانات رسومياً باستخدام بايثون - Data Visualization

    Skills you'll gain: Plot (Graphics), Data Visualization, Graphing, Matplotlib, Data Visualization Software, Statistical Visualization, Graphical Tools, Data Analysis Software, Data Analysis, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    48 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship Capstone

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Entrepreneurship, Strategic Planning, Business Strategies, Business Development, New Business Development, Collaboration, Analysis, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    88 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Introduction to FastAPI framework

    Skills you'll gain: Web Frameworks, Restful API, Application Programming Interface (API), API Testing, Application Deployment, Software Documentation, Package and Software Management, JSON, Server Side, Python Programming, Data Validation

    2.5
    Rating, 2.5 out of 5 stars
    ·
    31 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Michigan State University

    Digital Painting Specialization

    Skills you'll gain: Color Theory, Digital Design, Graphics Software, Creative Design, Creativity, Design

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Flutter & Dart - Complete App Development Course

    Skills you'll gain: User Interface (UI) Design, Data Persistence, Data Store, Object Oriented Design, Database Application, Interactive Data Visualization, Database Management, Real Time Data, Program Development, Package and Software Management, Computer Programming, Code Reusability, Data Management, Software Installation, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    32 reviews

    Intermediate · Specialization · 1 - 3 Months

  • P

    Politecnico di Milano

    Platform Thinking: what’s beyond Uber?

    Skills you'll gain: Innovation, Strategic Thinking, Systems Thinking, Digital Transformation, Case Studies, Business Modeling, Business Transformation, Shared Media, Company, Product, and Service Knowledge, Social Impact, Market Opportunities, Market Dynamics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    75 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Maximum Performance and Technology in Sports

    Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Data Synthesis, Probability Distribution, Data Processing, Probability & Statistics, Data Integration, Performance Analysis, Statistical Analysis, LLM Application, Probability, Applied Machine Learning, Analysis, Descriptive Analytics, Reinforcement Learning, Business Analytics, Statistical Methods, Data Collection, Machine Learning

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 3 - 6 Months

  • R

    Rutgers the State University of New Jersey

    Generative AI and ESG

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Generative AI, Data Ethics, Responsible AI, Sustainable Business, Corporate Sustainability, Regulatory Compliance, Retrieval-Augmented Generation, Risking, Sustainability Reporting, Sustainability Standards, Artificial Intelligence, LLM Application, Fine-tuning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Università di Napoli Federico II

    Derivatives

    Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Investments, Futures Exchange, Risk Modeling, Financial Modeling, Portfolio Management, Numerical Analysis, Simulations, Markov Model, Mathematical Modeling, Simulation and Simulation Software, Probability, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • 2

    28DIGITAL

    System Validation (4): Modelling Software, Protocols, and other behaviour

    Skills you'll gain: Systems Analysis, Communication Systems, Verification And Validation, Computational Logic, Systems Design, Process Modeling, Data Modeling, Software Design, Theoretical Computer Science, Network Protocols

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Applying Python for Data Analysis

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Data Presentation, Probability & Statistics, Data Transformation, Analytics, Statistics, Data Visualization Software, Statistical Analysis, Data Cleansing, Advanced Analytics, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Open source Data Engineering with Spark, dbt & Airflow: Coursera
  • تمثيل البيانات رسومياً باستخدام بايثون - Data Visualization: Coursera
  • Innovation: From Creativity to Entrepreneurship Capstone: University of Illinois Urbana-Champaign
  • Introduction to FastAPI framework: Duke University
  • Digital Painting Specialization: Michigan State University
  • Flutter & Dart - Complete App Development Course: Packt
  • Platform Thinking: what’s beyond Uber?: Politecnico di Milano
  • Maximum Performance and Technology in Sports: Real Madrid Graduate School Universidad Europea
  • Generative AI and ESG: Rutgers the State University of New Jersey
  • Derivatives: Università di Napoli Federico II

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