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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

    How to design Facebook and IG stories using Canva

    Skills you'll gain: Canva (Software), Animations, Visual Storytelling, Content Creation, Social Media, Social Media Content, Graphical Tools, Design, Graphic Design, Digital Marketing

    ★ 4.5 (173) · Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    Unsupervised Machine Learning

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Data Preprocessing, Machine Learning Methods, Text Mining, Machine Learning, Big Data, Model Evaluation, Algorithms

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

  • M

    Microsoft

    Introduction to Microsoft Power Platform

    Skills you'll gain: Microsoft Power Platform, Productivity Software, No-Code Development, Data Integration, Data Store, Data Modeling, Application Development, Case Studies, Business Solutions, Value Propositions, Security Controls

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

  • U

    University of California, Davis

    Social Network Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Wrangling, Social Sciences, Data Cleansing, Statistical Visualization, Data Manipulation, Data Visualization, Data Visualization Software, Predictive Analytics

    ★ 4.7 (244) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    Networking Fundamentals and Physical Networks

    Skills you'll gain: Network Troubleshooting, OSI Models, Network Model, TCP/IP, Networking Hardware, Local Area Networks, Network Protocols, Network Planning And Design, General Networking, Network Architecture, Network Infrastructure, Hardware Troubleshooting, Network Switches, Test Equipment, Test Tools

    ★ 4.8 (48) · Beginner · Course · 1 - 3 Months

  • S

    Sapienza University of Rome

    Recovering the Humankind's Past and Saving the Universal Heritage

    Skills you'll gain: 3D Assets, Ancient History, 3D Modeling, Visualization (Computer Graphics), Public History, Digital Publishing, Scientific Methods, Data Sharing, Anthropology, Data Modeling, Cultural Diversity, Case Studies, Cultural Sensitivity, Liberal Arts, Research, Data Management, Data Collection, Semantic Web

    ★ 4.4 (310) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    How to Create Realistic Reflections with Adobe Photoshop

    Skills you'll gain: Adobe Photoshop, Photo Editing, Visual Storytelling, Adobe Creative Cloud, Computer Graphic Techniques, Photography, Graphics Software, Graphical Tools, Graphic Design, Typography, Creativity

    ★ 2.8 (40) · Beginner · Guided Project · Less Than 2 Hours

  • M

    Michigan State University

    Pixel Art for Video Games

    Skills you'll gain: Animations, Storyboarding, Animation and Game Design, Unity Engine, Color Theory, Video Game Development, Adobe Photoshop, Game Design, Graphics Software, Graphical Tools, Creative Design, Graphic and Visual Design, Design Elements And Principles

    ★ 4.5 (277) · Beginner · Course · 1 - 3 Months

  • I

    IBM

    Deep Learning with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Transfer Learning, Model Optimization, Applied Machine Learning, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Model Evaluation, Classification Algorithms, Logistic Regression

    ★ 4.5 (96) · Intermediate · Course · 1 - 3 Months

  • E

    EDHEC Business School

    Advanced Portfolio Construction and Analysis with Python

    Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Financial Modeling, Risk Modeling, Estimation, Statistical Methods, Bayesian Statistics, Python Programming, Risk Analysis, Correlation Analysis, Time Series Analysis and Forecasting

    ★ 4.7 (513) · 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

  • F

    Fractal Analytics

    Generative AI for Developers

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, AI Workflows, AI literacy, Artificial Intelligence, Object Oriented Programming (OOP), Software Technical Review, Risking, Machine Learning Methods, Artificial Neural Networks, Data Preprocessing, AI powered creativity, Debugging, Problem Solving, Critical Thinking, Data Analysis

    ★ 4.6 (235) · Beginner · Specialization · 1 - 3 Months

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

  • How to design Facebook and IG stories using Canva: Coursera
  • Unsupervised Machine Learning: IBM
  • Introduction to Microsoft Power Platform: Microsoft
  • Social Network Analysis: University of California, Davis
  • Networking Fundamentals and Physical Networks: Packt
  • Recovering the Humankind's Past and Saving the Universal Heritage: Sapienza University of Rome
  • How to Create Realistic Reflections with Adobe Photoshop: Coursera
  • Pixel Art for Video Games: Michigan State University
  • Deep Learning with PyTorch: IBM
  • Advanced Portfolio Construction and Analysis with Python: EDHEC Business School

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