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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


  • B

    Birla Institute of Technology & Science, Pilani

    Automata and Computability

    Skills you'll gain: Theoretical Computer Science, Computational Logic, Mathematical Theory & Analysis, Algorithms, Computational Thinking, Programming Principles, Computer Science, Graph Theory, Deductive Reasoning, Natural Language Processing, Logical Reasoning, Formal Learning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Multi-Table data analysis with Tableau: Customer Analysis

    Skills you'll gain: Dashboard, Dashboard Creation, Interactive Data Visualization, Tableau Software, Data Presentation, Data Import/Export, Data Visualization, Data Literacy, Data Visualization Software, Business Intelligence, Data Analysis, Data Integration, Data Modeling

    Intermediate · Guided Project · Less Than 2 Hours

  • D

    Duke University

    End to End LLMs with Azure

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Model Deployment, Microsoft Azure, OpenAI API, Large Language Modeling, OpenAI, Application Deployment, Embeddings, Application Programming Interface (API)

    ★ 2.5 (6) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI-Powered Modern Marketing

    Skills you'll gain: Marketing Automation, Marketing Planning, Marketing Analytics, Competitive Analysis, Prompt Engineering, Email Automation, Search Engine Optimization, Generative AI, Key Performance Indicators (KPIs), AI Personalization, Lead Generation, A/B Testing, Content Creation, Web Analytics, Performance Measurement, Data Visualization, Customer Insights, Data-Driven Decision-Making, Digital Marketing, Content Strategy

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning Methods, Applied Machine Learning, Machine Learning, Data Science, Machine Learning Algorithms, Data Analysis Software, Statistical Methods, Histogram, Data Processing, Numerical Analysis, Data Import/Export, Linear Algebra, Probability Distribution, Classification Algorithms

    ★ 4 (9) · Beginner · Course · 1 - 3 Months

  • R

    Rutgers the State University of New Jersey

    Our Share: Employee Ownership as a Wealth Sharing Tool

    Skills you'll gain: Equities, Employee Relations, Social Justice, Program Implementation, Compensation Management, Case Studies, Economics, Policy, and Social Studies, Economic Development, Collaboration, Community Development, Entrepreneurship, Leadership and Management, Business Transformation, Succession Planning, Research, Business Development

    ★ 5 (9) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Managing a Remote Team Workspace in Clockify

    Skills you'll gain: Team Management, Team Performance Management, People Management, Project Management Software, Collaborative Software, Telecommuting, Time Management, Project Management, Payroll Processing, Management Reporting, Product Demonstration, Billing, Leadership

    ★ 4.9 (14) · Intermediate · Guided Project · Less Than 2 Hours

  • L

    LearnKartS

    Cybersecurity Threats and Defense

    Skills you'll gain: Cyber Security Strategy, Cyber Threat Intelligence, Threat Management, Network Model, IT Security Architecture, Exploitation techniques, Security Controls, Security Awareness, System Design and Implementation, Cryptography, Resilience, Service Recovery

    ★ 5 (7) · Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Linux Networking - Basics and Beyond: Unit 1

    Skills you'll gain: OSI Models, TCP/IP, Network Protocols, Systems Analysis, Linux, Dynamic Host Configuration Protocol (DHCP), Virtual Networking, Network Analysis, Linux Administration, Virtual Machines, General Networking, Networking Hardware, Virtualization and Virtual Machines, Network Support, Virtualization, System Configuration, Network Architecture, Computer Networking, Network Model, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Prompt Engineering Masterclass - From Beginner to Advanced

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Token Optimization, LLM Application, Tool Calling, OpenAI API, OpenAI, Anthropic Claude, Large Language Modeling, Authentications, Generative AI, Code Review, Maintainability, AI Workflows, AI Integrations, Command-Line Interface, Application Programming Interface (API), Software Documentation, Key Management

    Intermediate · Specialization · 1 - 3 Months

  • S

    Starweaver

    Master Data Storytelling for B2B & B2C Sales

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Sales Presentation, Sales Strategy, Sales Presentations, Customer Relationship Management (CRM) Software, HubSpot CRM, Storytelling, B2B Sales, Business Marketing, Sales, Customer Relationship Management, Data Visualization Software, Customer Analysis, Performance Analysis, Salesforce, Business Intelligence, Business Communication, Analytics

    ★ 3.3 (8) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Training, Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    ★ 4.6 (19) · Beginner · Guided Project · Less Than 2 Hours

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

  • Automata and Computability: Birla Institute of Technology & Science, Pilani
  • Multi-Table data analysis with Tableau: Customer Analysis: Coursera
  • End to End LLMs with Azure: Duke University
  • AI-Powered Modern Marketing: Coursera
  • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
  • Our Share: Employee Ownership as a Wealth Sharing Tool: Rutgers the State University of New Jersey
  • Managing a Remote Team Workspace in Clockify: Coursera
  • Cybersecurity Threats and Defense: LearnKartS
  • Linux Networking - Basics and Beyond: Unit 1: Pearson
  • Prompt Engineering Masterclass - From Beginner to Advanced: Packt

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