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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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    Arizona State University

    AI Foundations: Prompt Engineering with ChatGPT

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Large Language Modeling, Responsible AI, LLM Application, Model Evaluation

    4.2
    Rating, 4.2 out of 5 stars
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    90 reviews

    Beginner · Course · 1 - 3 Months

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    U

    Unilever

    Using Data Analytics in Supply Chain

    Skills you'll gain: Data Governance, Data Storytelling, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Visualization Software, Data Quality, Analytical Skills, Data Cleansing, Data Collection, Google Sheets, Spreadsheet Software, Pivot Tables And Charts, Exploratory Data Analysis, Data Validation, Risk Management, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
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    86 reviews

    Beginner · Course · 1 - 3 Months

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    Università Bocconi

    A Scientific Approach to Innovation Management

    Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Statistical Analysis, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Big Data, Business Metrics, A/B Testing, Case Studies, Probability, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Mixed · Course · 1 - 3 Months

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    Rice University

    Physics of Oscillators and Waves

    Skills you'll gain: Engineering Analysis, Physics, Mechanics, Engineering Calculations, Vibrations, Applied Mathematics, Mathematical Modeling, Trigonometry, Advanced Mathematics, Differential Equations, Calculus, Physical Science, Problem Solving, Integral Calculus, Derivatives

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Python for Data Analytics

    Skills you'll gain: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Data Visualization Software, Statistical Inference, Statistical Analysis, Seaborn, Exploratory Data Analysis, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Python Programming, Regression Analysis, Forecasting

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of California, Santa Cruz

    Cyber-Physical Systems: Modeling and Simulation

    Skills you'll gain: Systems Design, Model Based Systems Engineering, Cyber Engineering, Mathematical Modeling, Simulations, Control Systems, Embedded Systems, Systems Analysis, Computational Logic, Digital Communications

    4.6
    Rating, 4.6 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Università di Napoli Federico II

    Autonomous Aerospace Systems

    Skills you'll gain: Control Systems, Systems Architecture, Simulations, Global Positioning Systems, Robotics, Automation, Mechanical Engineering, Safety Assurance, Computer Vision, Anomaly Detection, Mathematical Modeling, Systems Integration, Estimation, Real Time Data, Business Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 3 Months

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    P

    Packt

    Networking Fundamentals

    Skills you'll gain: OSI Models, Computer Networking, Virtualization, Data Centers, Virtual Networking, General Networking, Network Architecture, Network Protocols, TCP/IP, Network Infrastructure, Local Area Networks

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    GenAI for Fraud Detection and Compliance

    Skills you'll gain: Fraud detection, Generative AI, Responsible AI, Regulatory Requirements, Compliance Management, Governance, Business Risk Management, Risk Management, Data Ethics, Anomaly Detection, Artificial Intelligence, AI Enablement, Forecasting

    4.4
    Rating, 4.4 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 4 Weeks

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    T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Debugging, Mathematical Modeling, Advanced Mathematics, Operations Research, Computational Logic, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
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    139 reviews

    Intermediate · Course · 1 - 3 Months

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    Fundação Instituto de Administração

    Sales Strategy

    Skills you'll gain: Sales Strategy, Sales, Sales Management, Market Intelligence, Competitive Intelligence, Case Studies, Business Strategy, Customer Analysis, Analysis, Competitive Analysis, Strategic Decision-Making, Market Analysis, Business Research

    4.5
    Rating, 4.5 out of 5 stars
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    190 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Data Science, R Programming, Data Modeling, Statistical Analysis, Predictive Modeling, Mathematical Modeling, Probability & Statistics, Model Evaluation, Feature Engineering

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 3 Months

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

  • AI Foundations: Prompt Engineering with ChatGPT: Arizona State University
  • Using Data Analytics in Supply Chain: Unilever
  • A Scientific Approach to Innovation Management: Università Bocconi
  • Physics of Oscillators and Waves: Rice University
  • Python for Data Analytics: DeepLearning.AI
  • Cyber-Physical Systems: Modeling and Simulation: University of California, Santa Cruz
  • Autonomous Aerospace Systems: Università di Napoli Federico II
  • Networking Fundamentals: Packt
  • GenAI for Fraud Detection and Compliance: Coursera
  • Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong

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