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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

    Data Visualization using Bokeh

    Skills you'll gain: Plot (Graphics), Spatial Data Analysis, Data Visualization Software, Data Visualization, Geospatial Mapping, Software Installation, Python Programming

    ★ 4.1 (16) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

  • P

    Packt

    Microsoft SQL Server Development for Everyone

    Skills you'll gain: Microsoft SQL Servers, SQL, Database Development, Database Software, Database Design, Database Theory, Stored Procedure, Relational Databases, Transact-SQL, Database Systems, Database Architecture and Administration, Query Languages, Data Integrity, Microsoft Development Tools, Scripting, Authentications, User Accounts, Identity and Access Management

    ★ 4.9 (7) · Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Generative AI Automation Tools and Applications

    Skills you'll gain: Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Automation, Agentic systems, Generative AI, LangChain, Agentic Workflows, Marketing Automation, LLM Application, AI Integrations, AI Security, Cloud Solutions, Prompt Engineering, Slack (Software), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Google Sheets

    ★ 4.1 (12) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Architecting AI Solutions – Scalable GenAI Systems

    Skills you'll gain: Generative Model Architectures, Generative AI, Cloud Deployment, AI Security, Scalability, Cloud-Native Computing, Application Design, Model Deployment, Systems Architecture, Load Balancing, Cloud Platforms, Application Deployment, Capacity Management, Software Architecture, Containerization, Responsible AI, System Monitoring, Disaster Recovery

    Intermediate · Course · 1 - 3 Months

  • A

    Advancing Women in Tech

    Inspiring Peak Performance on Technical Teams

    Skills you'll gain: Engineering Management, Technical Management, Cross-Functional Collaboration, Cross-Functional Team Leadership, Management Training And Development, Team Performance Management, Software Engineering, Employee Coaching, Staff Management, Agile Software Development, Software Development Methodologies, Communication, Conflict Management, Performance Management, Team Management, Coordination, People Management, Program Management, Cloud Engineering, Business Strategy

    ★ 4.5 (26) · Mixed · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Leadership in Interprofessional Informatics

    Skills you'll gain: Team Building, Clinical Leadership, Team Collaboration, Team Leadership, Leadership Development, Professional Development, Leadership, Health Informatics, Nursing Management, Initiative and Leadership, Informatics, Cultural Diversity

    ★ 4.3 (26) · Intermediate · Course · 1 - 3 Months

  • E

    Edureka

    Data Connection and Functionalities in Power BI

    Skills you'll gain: Relational Databases, Database Design, Transact-SQL, Data Visualization, Microsoft SQL Servers, Power BI, Databases, Database Management, Database Development, Data Presentation, Data Visualization Software, SQL, Data Preprocessing, Data Management, Data Integrity, Data Access, Data Manipulation, Data Transformation, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Linux Networking - Basics and Beyond

    Skills you'll gain: Apache, Network Troubleshooting, OSI Models, File Transfer Protocol (FTP), Linux Administration, Linux Servers, TCP/IP, Network Protocols, Linux Commands, Systems Analysis, Linux, Dynamic Host Configuration Protocol (DHCP), Virtual Networking, Network Analysis, General Networking, Virtual Machines, Web Servers, Network Administration, Computer Networking, Unix Shell

    Intermediate · Specialization · 1 - 4 Weeks

  • S

    SAS

    Analyzing Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis Software, Data Analysis, Digital Signal Processing, Statistical Methods, Statistical Software, Regression Analysis, Data Transformation, Exploratory Data Analysis, Machine Learning Methods, Predictive Modeling, Applied Machine Learning, Model Training, Data Preprocessing, Statistical Modeling

    ★ 5 (11) · Intermediate · Specialization · 3 - 6 Months

  • U

    Università di Napoli Federico II

    Data Visualization: Analisi dei dati con Tableau

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Interactive Data Visualization, Tableau Software, Dashboard, Spatial Data Analysis, Data Visualization Software, Dashboard Creation, Data Integration, Business Intelligence, Geospatial Mapping, Spatial Analysis, Business Intelligence Software, Data Wrangling, Plot (Graphics), Data Manipulation, Data Preprocessing, Data Transformation, Data Analysis

    ★ 4.6 (11) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Glasgow

    Machine Learning and its Applications

    Skills you'll gain: Model Training, Model Evaluation, Data Preprocessing, Machine Learning Methods, Statistical Methods, Statistical Machine Learning, Data Validation, Data Quality, Mathematical Software, Classification Algorithms, Machine Learning Algorithms

    ★ 5 (49) · Beginner · Course · 1 - 3 Months

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

  • Data Visualization using Bokeh: Coursera
  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • Microsoft SQL Server Development for Everyone: Packt
  • Generative AI Automation Tools and Applications: Edureka
  • Architecting AI Solutions – Scalable GenAI Systems: Packt
  • Inspiring Peak Performance on Technical Teams: Advancing Women in Tech
  • Leadership in Interprofessional Informatics : University of Minnesota
  • Data Connection and Functionalities in Power BI: Edureka
  • Linux Networking - Basics and Beyond: Pearson
  • Analyzing Time Series and Sequential Data: SAS

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