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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: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT Advanced Data Analysis

    Skills you'll gain: Prompt Engineering, AI Workflows, ChatGPT, Responsible AI, Prompt Patterns, Data Visualization, Document Management, Data Presentation, AI powered creativity, Multimodal Prompts, Data Compilation, Data Processing, AI literacy, Text Mining, Debugging, Data Transformation, Generative AI, File I/O, Data Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    991 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Alberta

    Object-Oriented Design

    Skills you'll gain: Object Oriented Design, Unified Modeling Language, Software Design, Object Oriented Programming (OOP), Java, Java Programming, Maintainability, Code Reusability, Software Design Documents, Application Design, Conceptual Design, Diagram Design, Design Elements And Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Understanding and Visualizing Data with Python

    Skills you'll gain: Sampling (Statistics), Data Visualization, Plot (Graphics), Data Literacy, Statistics, Scientific Visualization, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, NumPy, Data Dictionary, Box Plots, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    2.7K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Anatomy

    Skills you'll gain: Sensory Systems Analysis, Human Musculoskeletal System, Anatomy, Endocrinology, Pulmonology, Cardiology, Respiration, Hematology, Obstetrics And Gynecology, Orthopedics, Neurology, Hemodynamics, Nephrology, Kinesiology, Physiology, Urology, Pathology, Immunology, Cell Biology, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    C

    Coursera

    Data Preparation & Applied Machine Learning

    Skills you'll gain: Data Preprocessing, Supervised Learning, Model Optimization, Feature Engineering, Pandas (Python Package), Data Wrangling, Exploratory Data Analysis, Data Quality, Model Training, Applied Machine Learning, Data Processing, Data Manipulation, Statistical Machine Learning, Data Transformation, Classification And Regression Tree (CART), Data Cleansing, Data Pipelines, Machine Learning, Data Modeling, Data Architecture

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    RAG for Generative AI Applications

    Skills you'll gain: Prompt Engineering, LangChain, Retrieval-Augmented Generation, Prompt Patterns, LLM Application, Generative AI, Vector Databases, Generative AI Agents, Tool Calling, Large Language Modeling, Embeddings, AI Workflows, Model Deployment, User Interface (UI), AI Integrations, UI Components, Database Systems, Model Evaluation, Databases, Data Storage Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    780 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    Six Sigma Tools for Analyze

    Skills you'll gain: Six Sigma Methodology, Root Cause Analysis, Process Analysis, Probability Distribution, Statistical Process Controls, Lean Methodologies, Probability & Statistics, Process Improvement, Process Improvement and Optimization, Process Mapping, Systems Of Measurement, Data Analysis, Statistical Methods, Probability, Statistics, Risk Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    IBM

    IBM Financial Planning and Analysis (FP&A) with AI Skills

    Skills you'll gain: Forecasting, Financial Statement Analysis, Budgeting, Variance Analysis, Financial Modeling, Management Reporting, Financial Planning, Corporate Finance, Data Storytelling, Key Performance Indicators (KPIs), Generative AI, Scenario Testing, Prompt Engineering, Risk Management, Microsoft Excel, Accrual Accounting, Stakeholder Management, Anomaly Detection, Data Visualization, Performance Stress Testing

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Sequences, Time Series and Prediction

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting, Applied Machine Learning, Convolutional Neural Networks, Deep Learning, Predictive Modeling, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Forecasting, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    5.2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    Università Bocconi

    Food & Beverage Management

    Skills you'll gain: Food and Beverage, Food Services, Global Marketing, Market Dynamics, Business Strategy, Consumer Behaviour, Wholesaling, Value Propositions, Competitive Analysis, Competitive Intelligence, Brand Management, Market Opportunities, Growth Strategies, Branding, Marketing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    S

    Skillshare

    Drawing Human Faces in Procreate: Intuitive Illustration

    Skills you'll gain: Visual Storytelling, Storytelling, Graphical Tools, Graphics Software, Creative Design, Digital Design, Graphic and Visual Design, Creativity, Design Elements And Principles

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    M

    Madecraft

    Applied Data Science and Analytics

    Skills you'll gain: Big Data, Regression Analysis, Business Analytics, Data-Driven Decision-Making, Data Strategy, Data Storytelling, Business Intelligence, Dashboard, Data Infrastructure, Strategic Thinking, Data Architecture, Strategic Decision-Making, Business Strategies, Data Warehousing, Data Processing, Data Visualization, Data Analysis Software, Statistical Analysis, R Programming, SPSS

    Intermediate · Specialization · 3 - 6 Months

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

  • ChatGPT Advanced Data Analysis: Vanderbilt University
  • Object-Oriented Design: University of Alberta
  • Understanding and Visualizing Data with Python: University of Michigan
  • Anatomy: University of Michigan
  • Data Preparation & Applied Machine Learning: Coursera
  • RAG for Generative AI Applications: IBM
  • Six Sigma Tools for Analyze: Kennesaw State University
  • IBM Financial Planning and Analysis (FP&A) with AI Skills: IBM
  • Sequences, Time Series and Prediction: DeepLearning.AI
  • Food & Beverage Management: Università Bocconi

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