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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


  • S

    Snowflake

    Intro to Snowflake for Devs, Data Scientists, Data Engineers

    Skills you'll gain: Snowflake Schema, Data Engineering, Data Manipulation, Data Warehousing, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Databases, Stored Procedure, Database Management, LLM Application, Application Frameworks, Generative AI, Large Language Modeling, Applied Machine Learning, Data Science, Machine Learning

    ★ 4.8 (227) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Packet Switching Networks and Algorithms

    Skills you'll gain: Routing Protocols, Network Routing, Open Shortest Path First (OSPF), TCP/IP, Network Routers, Network Protocols, Network Architecture, Network Switches, Virtual Networking, Network Performance Management, Computer Networking, OSI Models, Local Area Networks, Graph Theory, Algorithms

    ★ 4.7 (455) · Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Data Analysis Using Python

    Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Data Visualization, Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Processing, Data Wrangling, Data Preprocessing, Data Integration, Data Manipulation, Scatter Plots, NumPy, Data Quality, Exploratory Data Analysis, Data Import/Export, Histogram, Python Programming

    ★ 4.5 (431) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    High-Performance and Parallel Computing

    Skills you'll gain: Hardware Architecture, Microarchitecture, Bash (Scripting Language), Distributed Computing, Scalability, Memory Management, Shell Script, Computer Systems, File I/O, Big Data, Linux Commands, Operating Systems, File Systems, Performance Testing, C and C++, Linux, Computing Platforms, Data Import/Export, C++ (Programming Language), Communication Systems

    ★ 3.8 (182) · Advanced · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    PyTorch for Deep Learning

    Skills you'll gain: PyTorch (Machine Learning Library), Model Deployment, Hugging Face, Model Optimization, Fine-tuning, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Data Manipulation, Deep Learning, Generative Model Architectures, Model Training, Image Analysis, MLOps (Machine Learning Operations), Large Language Modeling, Data Pipelines, Artificial Neural Networks, Computer Vision, Natural Language Processing

    ★ 4.8 (105) · Intermediate · Professional Certificate · 1 - 3 Months

    Category: Hot New Release
    Hot New Release
  • U

    University of California, Davis

    SQL for Data Science Capstone Project

    Skills you'll gain: Presentations, Data Presentation, SQL, Descriptive Statistics, Data Storytelling, Data Analysis, Peer Review, Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Modeling, Database Design, Performance Metric, Business Metrics, Analytical Skills, Business Analytics, Text Mining, Data Science, Data Import/Export, Target Audience

    ★ 4.2 (259) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Ciencia de datos​

    Skills you'll gain: Data Visualization, Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Statistical Visualization, Predictive Modeling, Correlation Analysis, Data Visualization Software, Classification And Regression Tree (CART), Data Quality, Data Wrangling, Data Science, Jupyter, Data Analysis, Data Preprocessing, Statistical Machine Learning, Data Transformation, Supervised Learning, Machine Learning Methods

    ★ 4.7 (576) · Beginner · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    Precalculus through Data and Modelling

    Skills you'll gain: Data Literacy, Data Analysis, Applied Mathematics, Mathematical Modeling, Graphing, Trigonometry, R (Software), R Programming, General Mathematics, Data Modeling, Algebra, Systems Of Measurement, Mathematical Software, Regression Analysis, Calculus, Business Mathematics, Geometry

    ★ 4.7 (324) · Beginner · Specialization · 3 - 6 Months

  • A

    Anthropic

    Claude Code in Action

    Skills you'll gain: Claude Code, Anthropic Claude, Command-Line Interface, Tool Calling, Model Context Protocol, LLM Application, Software Development Tools, GitHub, Context Management, Code Review, Software Development, Generative AI Agents, Automation, Software Engineering

    ★ 4.3 (62) · Mixed · Course · 1 - 4 Weeks

  • G

    Goodwill Industries International

    Foundations of Career Navigating and Coaching

    Skills you'll gain: Communication, Coaching, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Professional Development, Workforce Development, Ethical Standards And Conduct, Relationship Management, Rapport Building, Professionalism, Empathy, Workplace inclusivity, Human Services, Human Centered Design, Relationship Building, Goal Setting, Crisis Intervention

    ★ 4.7 (364) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Model Training, Data Visualization, Statistical Modeling, Interactive Data Visualization, Design Thinking, Machine Learning, Python Programming

    ★ 4.3 (300) · Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Building Smarter Software: GenAI Tools and Practices

    Skills you'll gain: Test Planning, Prompt Engineering, Version Control, OpenAI API, Debugging, Google Gemini, Flask (Web Framework), Software Design Patterns, Git (Version Control System), GitLab, Responsible AI, Infrastructure as Code (IaC), GitHub, Collaborative Software, Application Programming Interface (API), Mobile Development, Front-End Web Development, Back-End Web Development, Application Development, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.5 (132) · Intermediate · Specialization · 3 - 6 Months

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

  • Intro to Snowflake for Devs, Data Scientists, Data Engineers: Snowflake
  • Packet Switching Networks and Algorithms: University of Colorado System
  • Data Analysis Using Python: University of Pennsylvania
  • High-Performance and Parallel Computing: University of Colorado Boulder
  • PyTorch for Deep Learning: DeepLearning.AI
  • SQL for Data Science Capstone Project: University of California, Davis
  • Ciencia de datos​: Universidad de los Andes
  • Precalculus through Data and Modelling: Johns Hopkins University
  • Claude Code in Action: Anthropic
  • Foundations of Career Navigating and Coaching: Goodwill Industries International

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