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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


  • P

    Packt

    Building with OpenAI API

    Skills you'll gain: Prompt Engineering, OpenAI API, Token Optimization, LangChain, ChatGPT, Multimodal Prompts, Prompt Patterns, OpenAI, Generative AI, No-Code Development, LLM Application, AI powered creativity, Generative Model Architectures, Microsoft Power Platform, Application Programming Interface (API), Large Language Modeling, AI Workflows, Email Automation, Application Development, JSON

    ★ 3.6 (7) · Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Prompt Engineering Foundations

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LLM Application, OpenAI API, Token Optimization, OpenAI, Anthropic Claude, Authentications, Large Language Modeling, Command-Line Interface, Key Management, Development Environment, Application Programming Interface (API), Python Programming, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Warehousing: Schema, ETL, Optimal Performance

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Query Languages, Performance Improvement

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

  • C

    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

    ★ 4.9 (14) · Intermediate · Course · 1 - 3 Months

  • S

    Sungkyunkwan University

    Machine Learning Algorithms

    Skills you'll gain: Machine Learning Algorithms, Decision Tree Learning, Classification Algorithms, Statistical Machine Learning, Unsupervised Learning, Machine Learning, Supervised Learning, Python Programming, Algorithms, Applied Machine Learning, Linear Algebra, Bayesian Statistics, Probability & Statistics

    ★ 3.7 (9) · Mixed · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Data Preparation and Analysis

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Analytics, Machine Learning, Data Preprocessing, Data Processing, Model Training, Correlation Analysis, Decision Tree Learning, Logistic Regression

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

  • C

    Coursera

    Program Communications Planning in ClickUp

    Skills you'll gain: Program Management, Communication Planning, Project Documentation, Project Management Software, Workflow Management, Project Management, Diagram Design, Program Development, Agile Methodology, Communication Strategies

    ★ 4.4 (10) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Use Basecamp for Project Management

    Skills you'll gain: Collaborative Software, Organizational Skills, Document Management, Project Management Software, Project Coordination, Telecommuting, Project Management, Productivity Software, Project Documentation, Internal Communications, Data Security, File Management, User Accounts, Information Privacy, Account Management

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

  • W

    Whizlabs

    Protection of Information Assets

    Skills you'll gain: Data Security, Network Security, Cyber Attacks, Security Testing, Digital Forensics, Infrastructure Security, Identity and Access Management, Cloud Security, Security Controls, Computer Security Awareness Training, Security Awareness, Threat Detection, Threat Management, Cyber Security Assessment, Test Tools, Firewall, OSI Models, Authentications, Encryption, Cloud Computing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Procore Mastery: Construction Project Management

    Skills you'll gain: Workflow Management, Construction Management, Project Scoping, Collaborative Software, Project Management, Project Planning, Project Management Software, Project Coordination, Project Controls, Project Schedules, Resource Management, Resource Allocation, Collaboration, Team Oriented, Case Studies, Scheduling, Automation, Budget Management, Budgeting

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Program Stakeholders Management in ClickUp

    Skills you'll gain: Stakeholder Management, Program Management, Agile Project Management, Stakeholder Engagement, Agile Methodology, Program Development, Stakeholder Analysis, Stakeholder Communications, Project Management, Diagram Design

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

  • T

    The University of Chicago

    Machine Learning: Concepts and Applications

    Skills you'll gain: Keras (Neural Network Library), Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Statistical Machine Learning, Machine Learning Software, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Classification Algorithms, Supervised Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Model Training, Dimensionality Reduction, Model Evaluation, Data Preprocessing

    ★ 3.9 (25) · Intermediate · Course · 1 - 3 Months

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

  • Building with OpenAI API: Packt
  • Prompt Engineering Foundations: Packt
  • Data Warehousing: Schema, ETL, Optimal Performance: Coursera
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
  • Machine Learning Algorithms: Sungkyunkwan University
  • Data Preparation and Analysis: Illinois Tech
  • Program Communications Planning in ClickUp: Coursera
  • Use Basecamp for Project Management: Coursera
  • Protection of Information Assets: Whizlabs
  • Procore Mastery: Construction Project Management: Coursera

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