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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
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    Google Cloud

    Google Meet - 日本語版

    Skills you'll gain: Google Workspace, Meeting Facilitation, Collaborative Software, Virtual Teams, Calendar Management, Setting Appointments, Business Solutions, Live Streaming, Discussion Facilitation, Drive Engagement, Data Sharing, Scheduling

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Enhancing User Interactivity in Looker with Liquid

    Skills you'll gain: Looker (Software), Google Cloud Platform, Dashboard, Interactive Data Visualization, Data Visualization, Data Analysis

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    SkillUp

    Advanced Healthcare Analytics

    Skills you'll gain: Decision Intelligence, Clinical Documentation, Health Informatics, AI Security, Predictive Modeling, LLM Application, Medical Privacy, Large Language Modeling, Logistic Regression, Computer Vision, Embeddings

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Create a Component Anomaly Detection Model using Visual Inspection AI

    Skills you'll gain: Anomaly Detection, Model Evaluation, Model Training, Image Analysis, Computer Vision, Google Cloud Platform, Solution Design, Predictive Modeling, Artificial Intelligence, Product Development

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Packt

    Deep Learning with Keras and Practical Applications

    Skills you'll gain: Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), Model Optimization, Data Processing, Transfer Learning, Data Analysis, Model Training, Data Preprocessing, Image Analysis, Deep Learning, Classification Algorithms, Artificial Neural Networks, Application Deployment, Applied Machine Learning, Fine-tuning, Computer Vision, Predictive Modeling, Model Evaluation, Machine Learning

    Intermediate · Course · 3 - 6 Months

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    Packt

    Databricks ML in Action

    Skills you'll gain: Model Deployment, Databricks, MLOps (Machine Learning Operations), Feature Engineering, Apache Spark, Model Training, Data Preprocessing, Applied Machine Learning, Data Lakes, Extract, Transform, Load, AI Workflows, Hugging Face, Data Pipelines, Data Processing, PySpark, Vector Databases, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    Bitcoin for Everyone

    Skills you'll gain: Business Transformation, Business Leadership, Digital Transformation, Emerging Technologies, Technology Strategies, Innovation, Enterprise Architecture, Case Studies, Financial Regulation

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
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    Coursera

    Create an Affinity Diagram Using Creately

    Skills you'll gain: Ideation, Diagram Design, Brainstorming, Teamwork, Data Visualization, Team Collaboration, Organizational Skills, Productivity

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Packt

    Recommender Systems: An Applied Approach using Deep Learning

    Skills you'll gain: Model Evaluation, Deep Learning, Data Preprocessing, Data Wrangling, Data Processing, AI Personalization, Machine Learning Methods, Model Training, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Neural Networks, Embeddings

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Product Reviews Text-based Search - OpenAI Text Embedding

    Skills you'll gain: OpenAI API, Embeddings, Dimensionality Reduction, AI Integrations, OpenAI, Text Mining, Generative AI, Python Programming, Data Analysis, Program Development, Data Manipulation

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    Build an iOS 16 Coffee Shop App Using SwiftUI And Firebase

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, User Interface and User Experience (UI/UX) Design, User Interface (UI), Apple Xcode, Data Modeling, UI Components, User Interface (UI) Design, Mobile Development, Authentications, Database Development, Data Store, Secure Coding, Code Reusability, Key Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Adobe InDesign: Collaborative Design & Workflow Mastery

    Skills you'll gain: Collaboration, Collaborative Software, Adobe InDesign, Design Reviews, Version Control, Style Guides, User Feedback, Design, Adobe Creative Cloud, Editing, Layout Design, Document Management, File Management, Branding

    Intermediate · Course · 1 - 4 Weeks

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

  • Google Meet - 日本語版: Google Cloud
  • Enhancing User Interactivity in Looker with Liquid: Google Cloud
  • Advanced Healthcare Analytics: SkillUp
  • Create a Component Anomaly Detection Model using Visual Inspection AI: Google Cloud
  • Deep Learning with Keras and Practical Applications: Packt
  • Databricks ML in Action: Packt
  • Bitcoin for Everyone: AI CERTs
  • Create an Affinity Diagram Using Creately: Coursera
  • Recommender Systems: An Applied Approach using Deep Learning: Packt
  • Product Reviews Text-based Search - OpenAI Text Embedding: Coursera

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