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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

    Analyze and Build Trading Systems Using Market Models

    Skills you'll gain: Data Literacy, Financial Trading, Financial Market, Descriptive Statistics, Market Data, Statistics, Statistical Methods, Technical Analysis, Derivatives, Risk Modeling, Statistical Analysis, Market Dynamics, Securities Trading, Risk Analysis, Market Analysis, Statistical Modeling, Financial Modeling, Performance Measurement, Performance Analysis, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Azure ML: Deploying, Managing, and Experimenting with Models

    Skills you'll gain: Model Deployment, Responsible AI, Microsoft Azure, MLOps (Machine Learning Operations), Data Management, Model Optimization, Cloud Management, Model Training, Cloud Deployment, Data Store, Data Strategy, Applied Machine Learning, Model Evaluation, Scalability, Data Preprocessing, Machine Learning, Feature Engineering, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Fine-tuning, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Model Optimization, Agentic Workflows, Generative AI, Model Evaluation, Agentic systems, LangChain, Data Ethics, Image Quality

    Intermediate · Professional Certificate · 3 - 6 Months

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    Google Cloud

    Work with Gemini Models in BigQuery - 한국어

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Customer Relationship Management, Customer Relationship Management (CRM) Software, Google Cloud Platform, Jupyter, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), SQL

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Generative Model Architectures, Model Training, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply SketchUp Plugins to Build 3D Architectural Models

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Graphical Tools, Software Installation, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Beginning Llamafile for Local Large Language Models (LLMs)

    Skills you'll gain: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Restful API, Application Programming Interface (API), Natural Language Processing, Command-Line Interface, Open Source Technology, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Français

    Skills you'll gain: Gemini, Google Gemini, SQL, Generative AI, Applied Machine Learning, Google Cloud Platform, Customer Relationship Management, Query Languages, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Alex Genadinik

    Monetization Models To Boost Lifetime Customer Value (LTV)

    Skills you'll gain: Revenue Management, Upselling, Customer Retention, Cross Selling, Market Trend, Customer Acquisition Management, Business Modeling, Competitive Analysis, Product Strategy, Consumer Behaviour, Sustainable Business, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Optimize Deep Learning: Stabilize and Diagnose Models

    Skills you'll gain: Model Optimization, Model Training, Keras (Neural Network Library), Failure Analysis, Root Cause Analysis, Process Improvement and Optimization, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Foundations of Sports Analytics: Data, Representation, and Models in Sports

    Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Wrangling, Data Visualization, Statistical Analysis, Data Processing, Statistics, Analytics, Statistical Modeling, R Programming, Data Analysis, Statistical Inference, Pandas (Python Package), Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    204 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    3D Models with Adobe Photoshop: Design a Pickleball Paddle

    Skills you'll gain: Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design, Adobe Photoshop, Creative Design, Typography, 3D Modeling, 3D Assets, Graphical Tools, Color Theory, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Adobe Creative Cloud

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Analyze and Build Trading Systems Using Market Models: EDUCBA
  • Azure ML: Deploying, Managing, and Experimenting with Models: Whizlabs
  • Open Generative AI: Build with Open Models and Tools: Coursera
  • Work with Gemini Models in BigQuery - 한국어: Google Cloud
  • Introduction to Transformer Models for NLP: Unit 2: Pearson
  • Apply SketchUp Plugins to Build 3D Architectural Models: EDUCBA
  • Beginning Llamafile for Local Large Language Models (LLMs): Duke University
  • Work with Gemini Models in BigQuery - Français: Google Cloud
  • Monetization Models To Boost Lifetime Customer Value (LTV): Alex Genadinik
  • Optimize Deep Learning: Stabilize and Diagnose Models: Coursera

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