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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


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    EDUCBA

    Predictive Analytics & Modeling with Minitab

    Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Statistical Hypothesis Testing, Predictive Analytics, Scatter Plots, Correlation Analysis, Statistical Analysis, Data Analysis, Descriptive Statistics, Business Analytics, Statistical Modeling, Forecasting, Predictive Modeling, Advanced Analytics, Statistical Methods, Analytics, Exploratory Data Analysis, Financial Data, Microsoft Excel

    Beginner · Specialization · 1 - 3 Months

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    Google

    Google Advanced Data Analytics Capstone

    Skills you'll gain: Data Visualization, Regression Analysis, Data Storytelling, Advanced Analytics, Statistical Analysis, Data Analysis, Business Analysis, Project Design, Python Programming, Machine Learning Methods, Artificial Intelligence, Machine Learning, Portfolio Management, Project Documentation

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Advanced · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Relational Database Design

    Skills you'll gain: Database Design, Database Management Systems, Database Development, Relational Databases, Database Theory, Databases, Database Architecture and Administration, Data Modeling, Data Integrity, Metadata Management, Dependency Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    329 reviews

    Beginner · Course · 1 - 4 Weeks

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    Universitat Autònoma de Barcelona

    ¿Cómo persuadir? Jugando con palabras, imágenes y números

    Skills you'll gain: Persuasive Communication, Communication, Verbal Communication Skills, Public Speaking, Analysis, Probability & Statistics, Research, Data Presentation, Data Visualization, Persona (User Experience), Psychology

    4.4
    Rating, 4.4 out of 5 stars
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    3.2K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Digital Marketing Analytics in Theory

    Skills you'll gain: Marketing Analytics, Web Analytics, Marketing Effectiveness, Digital Marketing, Marketing Strategies, Analytics, Marketing, Consumer Behaviour, Data Analysis, Data Visualization Software, Data Collection, Data Visualization, Regulatory Compliance

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    4.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Forward Contracts: Analyze, Apply & Hedge

    Skills you'll gain: Derivatives, Risk Management, Credit Risk, International Finance, Contract Management, Financial Market, Financial Modeling, Market Dynamics, Cash Flows, Business Mathematics, Financial Analysis

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Data Science with Python: Analyze & Visualize

    Skills you'll gain: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Probability & Statistics, Data Analysis, Data Visualization Software, Applied Machine Learning, Data Cleansing, Scatter Plots, Matplotlib, Scripting, Python Programming, NumPy, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Programming Principles, Regression Analysis

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Mixed · Course · 1 - 4 Weeks

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    National Taiwan University

    BIM Fundamentals for Engineers

    Skills you'll gain: Building Information Modeling, Engineering Documentation, Data Modeling, 3D Modeling, Computer-Aided Design, Construction, Construction Management, Civil Engineering, Mechanical Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    2K reviews

    Beginner · Course · 1 - 3 Months

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    Politecnico di Milano

    Agile Project Management: Agile-as-a-Culture, beyond SCRUM

    Skills you'll gain: Agile Project Management, Team Management, Team Building, Teamwork, Culture Transformation, Agile Methodology, Organizational Leadership, Innovation, Constructive Feedback, Cross-Functional Collaboration, Leadership, Employee Coaching

    Beginner · Course · 1 - 3 Months

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    LearnQuest

    Practical Machine Learning without Coding

    Skills you'll gain: No-Code Development, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Analytics, Performance Measurement, Business Metrics, Responsible AI, Cloud Computing, Big Data, Scalability, Workflow Management, Continuous Improvement Process, Data Ethics, Application Deployment, Business Continuity, Compliance Auditing, Performance Tuning, Application Programming Interface (API)

    Intermediate · Course · 1 - 4 Weeks

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    Università Bocconi

    Food & Beverage Management

    Skills you'll gain: Food and Beverage, Hospitality Management, Restaurant Management, Product Quality (QA/QC), Global Marketing, Market Dynamics, Business Strategy, Consumer Behaviour, Value Propositions, Competitive Analysis, Brand Management, Growth Strategies, Marketing

    4.8
    Rating, 4.8 out of 5 stars
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    5K reviews

    Mixed · Course · 1 - 3 Months

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    AI CERTs

    Bitcoin Scaling & Security

    Skills you'll gain: Threat Modeling, Secure Coding, Application Security, Blockchain, Scripting, Vulnerability Assessments, Scalability, Application Design, Payment Systems, Transaction Processing, Cryptography, FinTech, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

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

  • Predictive Analytics & Modeling with Minitab: EDUCBA
  • Google Advanced Data Analytics Capstone: Google
  • Relational Database Design: University of Colorado Boulder
  • ¿Cómo persuadir? Jugando con palabras, imágenes y números: Universitat Autònoma de Barcelona
  • Digital Marketing Analytics in Theory: University of Illinois Urbana-Champaign
  • Forward Contracts: Analyze, Apply & Hedge: EDUCBA
  • Data Science with Python: Analyze & Visualize: EDUCBA
  • BIM Fundamentals for Engineers: National Taiwan University
  • Agile Project Management: Agile-as-a-Culture, beyond SCRUM: Politecnico di Milano
  • Practical Machine Learning without Coding: LearnQuest

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