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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


  • Status: New
    New
    Status: Free Trial
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    Coursera

    Attribution Model Analysis

    Skills you'll gain: Marketing Effectiveness, Marketing Channel, Data-Driven Marketing, Marketing Analytics, Marketing Budgets, Performance marketing, Cross-Channel Marketing, Digital Analysis, Budget Management, Marketing Planning, Analysis, Model Evaluation, Budgeting, Media Planning, Stakeholder Communications, Marketing, Performance Measurement, Return On Investment, Journey Mapping, Digital Marketing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Applied Data Science with R

    Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Database Design, Data Presentation, Ggplot2, Data Visualization Software, Data Visualization, Relational Databases, Statistical Visualization, Data Collection, Predictive Modeling, Statistical Analysis, Data Analysis, Rmarkdown, Model Evaluation, Shiny (R Package), SQL, R (Software), Data Manipulation, Web Scraping

    4.5
    Rating, 4.5 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    Birla Institute of Technology & Science, Pilani

    Mathematics for Engineering

    Skills you'll gain: Data Analysis, Computational Logic, Integral Calculus, Trigonometry, Linear Algebra, Engineering Analysis, Logical Reasoning, Deductive Reasoning, Probability & Statistics, Statistical Analysis, Calculus, Statistical Methods, Analysis, Advanced Mathematics, Bayesian Statistics, Statistical Inference, Theoretical Computer Science, Mathematics and Mathematical Modeling, Numerical Analysis, Descriptive Analytics

    4.5
    Rating, 4.5 out of 5 stars
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    203 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    C

    Coursera

    Boost Personal Productivity

    Skills you'll gain: Canva (Software), Prompt Engineering, Timelines, Email Automation, Microsoft Copilot, Microsoft Power Automate/Flow, Setting Appointments, Calendar Management, Automation, Microsoft 365, Generative AI, ChatGPT, Collaborative Software, Business Process Automation, Artificial Intelligence, Time Management, Productivity, Personal Development, Natural Language Processing, Communication

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Spacecraft Dynamics and Control

    Skills you'll gain: Control Systems, Mechanics, Torque (Physics), Simulation and Simulation Software, Linear Algebra, Numerical Analysis, Simulations, Engineering Analysis, Engineering Calculations, Automation Engineering, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Engineering, Advanced Mathematics, Algorithms, Physics, Calculus

    4.8
    Rating, 4.8 out of 5 stars
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    443 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
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    E

    Emory University

    Foundations of Marketing Analytics

    Skills you'll gain: Social Media Analytics, Pivot Tables And Charts, Customer Analysis, Probability Distribution, Customer Demand Planning, Marketing Analytics, Demand Planning, Forecasting, Consumer Behaviour, Descriptive Statistics, Data-Driven Marketing, Social Media Marketing, Exploratory Data Analysis, Probability, Statistical Analysis, Target Market, Social Media, Model Evaluation, Microsoft Excel, Marketing

    4.3
    Rating, 4.3 out of 5 stars
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    537 reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Colorado Boulder

    Equivalent Circuit Cell Model Simulation

    Skills you'll gain: Simulation and Simulation Software, Simulations, Mathematical Modeling, Electrical Engineering, Power Electronics, Electronic Components, Electric Power Systems, Matlab, Model Evaluation, Model Optimization, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Laboratory Research, Estimation

    4.7
    Rating, 4.7 out of 5 stars
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    554 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Microsoft AI & ML Engineering

    Skills you'll gain: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization

    4.5
    Rating, 4.5 out of 5 stars
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    399 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    E

    EDUCBA

    Workplace Conflict Resolution Skills

    Skills you'll gain: Conflict Management, Negotiation, Teamwork, Collaboration, Professional Development, Interpersonal Communications, Relationship Management, Team Performance Management, Self-Awareness, Team Management, Leadership and Management, Communication, Behavioral Management, Organizational Skills, Organizational Structure, Process Management, IT Management

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Microsoft

    Preparing Data for Analytics in Microsoft Fabric

    Skills you'll gain: Data Modeling, Power BI, Data Lakes, Star Schema, Microsoft Power Platform, Database Design, Data Warehousing, Data Transformation, Extract, Transform, Load, Business Reporting, Microsoft Azure, Data Validation, Analytics, Data Quality, Data Architecture, Generative AI, SQL, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Essential Design Principles for Tableau

    Skills you'll gain: Data Visualization, Data Visualization Software, Tableau Software, Data Storytelling, Data Presentation, Exploratory Data Analysis, Visual Design, Statistical Visualization, Graphic and Visual Design, Design Elements And Principles, Data Analysis, Color Theory, Data Ethics, Statistical Analysis, Anomaly Detection, Human Factors, Aesthetics

    4.4
    Rating, 4.4 out of 5 stars
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    2.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Introduction to Computers and Office Productivity Software

    Skills you'll gain: Microsoft Office, Computer Hardware, Computer Literacy, Computer Graphics, Computer Systems, Graphics Software, Spreadsheet Software, Computer Graphic Techniques, Graphical Tools, Document Management, Graphic and Visual Design Software, System Software

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Mixed · Course · 1 - 3 Months

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

  • Attribution Model Analysis: Coursera
  • Applied Data Science with R: IBM
  • Mathematics for Engineering: Birla Institute of Technology & Science, Pilani
  • Boost Personal Productivity: Coursera
  • Spacecraft Dynamics and Control: University of Colorado Boulder
  • Foundations of Marketing Analytics: Emory University
  • Equivalent Circuit Cell Model Simulation: University of Colorado Boulder
  • Microsoft AI & ML Engineering: Microsoft
  • Workplace Conflict Resolution Skills: EDUCBA
  • Preparing Data for Analytics in Microsoft Fabric: Microsoft

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