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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

    Pragmatic AI Labs

    Databricks Lakehouse Fundamentals

    Skills you'll gain: Databricks, Data Pipelines, Data Lakes, Data Wrangling, Apache Spark, Data Access, Data Processing, Data Warehousing, Data Architecture, Data Management, Data Synthesis, Data Science, Data Mining, Data Integrity, Data Modeling, Data Presentation, Data Entry, Data Storage, SQL, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    From Data to Insights with Google Cloud 日本語版

    Skills you'll gain: Looker (Software), Google Cloud Platform, SQL, Data Visualization Software, Data Transformation, Data Visualization, Big Data, Dashboard, Data Cleansing, Applied Machine Learning, Dashboard Creation, Data Access, Query Languages, Machine Learning, Model Evaluation, Model Training, Public Cloud, Data Processing, Cloud Platforms, Database Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    Edureka

    Python and Statistics Foundations

    Skills you'll gain: Plot (Graphics), Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Tokyo

    6分間模擬授業で学ぶ授業づくり(Learn How to Teach by 6 Min. Micro Teaching)

    Skills you'll gain: Lesson Planning, Teaching, Program Evaluation, Pedagogy, Course Development, Instructional and Curriculum Design, Graphic and Visual Design, Interactive Learning, Graphical Tools, Instructional Design, Peer Review, Cooperation, Constructive Feedback, Concision, Analysis

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Large-Scale Database Systems

    Skills you'll gain: Data Warehousing, Apache Hadoop, Distributed Computing, Scalability, Transaction Processing, Database Systems, Database Design, Applied Machine Learning, Database Management Systems, Data Architecture, Database Theory, Database Management, Database Development, Database Architecture and Administration, Cloud Computing, Big Data, Relational Databases, Query Languages, Data Processing, SQL

    3.7
    Rating, 3.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Employee Attrition Prediction Using Machine Learning

    Skills you'll gain: Data Preprocessing, Data Visualization, Logistic Regression, Feature Engineering, Statistical Visualization, Data Processing, Data Cleansing, Data Wrangling, People Analytics, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Science, Applied Machine Learning, Model Training, Statistical Modeling, Statistical Machine Learning, Regression Analysis, Supervised Learning, Model Evaluation, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 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
    Rating, 4.5 out of 5 stars
    ·
    26 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    8 Most Controversial Terms in AI, Explained

    Skills you'll gain: Artificial Intelligence, AI literacy, Responsible AI, Generative AI, Open Source Technology, Large Language Modeling, Machine Learning, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Diseñe su Aula Virtual con Canva

    Skills you'll gain: Virtual Environment, Canva (Software), Color Theory, Graphical Tools, Color Matching, Graphics Software, Design, Creative Design, Design Elements And Principles, Graphic and Visual Design Software, Graphic and Visual Design, Graphic Design, Marketing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • 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
    Rating, 4.3 out of 5 stars
    ·
    26 reviews

    Intermediate · Course · 1 - 3 Months

  • 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

  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Databricks Lakehouse Fundamentals: Pragmatic AI Labs
  • From Data to Insights with Google Cloud 日本語版: Google Cloud
  • Python and Statistics Foundations: Edureka
  • 6分間模擬授業で学ぶ授業づくり(Learn How to Teach by 6 Min. Micro Teaching): The University of Tokyo
  • Large-Scale Database Systems: Johns Hopkins University
  • Employee Attrition Prediction Using Machine Learning: Coursera
  • Inspiring Peak Performance on Technical Teams: Advancing Women in Tech
  • 8 Most Controversial Terms in AI, Explained: Coursera
  • Diseñe su Aula Virtual con Canva: Coursera
  • Leadership in Interprofessional Informatics : University of Minnesota

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