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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


  • U

    University of the Arts London

    Creative AI: Images and Media

    Skills you'll gain: Generative Adversarial Networks (GANs), AI powered creativity, Generative AI, Generative Model Architectures, Data Ethics, Image Analysis, Art History, Aesthetics, AI literacy, Creativity, Responsible AI, Prompt Engineering, Intellectual Property, Photography

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Computer Vision, Model Optimization, Generative Model Architectures, Machine Learning Methods, AI Workflows, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence, Model Training, Cloud Security, Amazon Elastic Compute Cloud, Risking, AI literacy, Embeddings, MLOps (Machine Learning Operations), Deep Learning, Data Wrangling

    ★ 4.5 (13) · Beginner · Specialization · 1 - 3 Months

  • B

    Board Infinity

    Cloud FinOps

    Skills you'll gain: Cloud Management, Billing Systems, Cloud Computing, Billing, Cloud Services, Cost Management, Cloud Technologies, Cloud Platforms, Cost Control, Budget Management, Billing & Invoicing, Cost Containment, Cloud Engineering, Cloud Deployment, Operating Cost, Dashboard, Resource Utilization, Budgeting, Financial Management, Financial Data

    ★ 3.2 (25) · Intermediate · Specialization · 1 - 3 Months

  • U

    University of Virginia

    Дизайн-мышление в инновационной деятельности

    Skills you'll gain: Design Thinking, Innovation, Ideation, Storytelling, Open Mindset, Creative Thinking, Creative Problem-Solving, Data Visualization, Case Studies, Test Tools, Leadership and Management, Marketing

    ★ 4.8 (12) · Beginner · Course · 1 - 3 Months

  • I

    Illinois Tech

    Introduction to Open Source Application Development

    Skills you'll gain: Unified Modeling Language, File I/O, Debugging, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Computer Programming, Programming Principles, System Programming, Pseudocode, Program Development, Event-Driven Programming, Diagram Design, Software Design, Data Import/Export, User Interface (UI), Data Structures, Graphical Tools, UI Components

    ★ 4.7 (21) · Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Statistics and Data Analysis with Excel, Part 2

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Statistical Software, Microsoft Excel, Excel Formulas, Probability & Statistics, Data Analysis, Regression Analysis, Statistical Inference, Probability Distribution, Data Analysis Software, Statistical Modeling, Analysis, Probability

    ★ 5 (9) · Intermediate · Course · 1 - 3 Months

  • W

    Whizlabs

    Data Governance with Databricks

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Access, Metadata Management, Role-Based Access Control (RBAC), Data Cleansing, Databricks, Data Management, Data Pipelines, Data Lakes, Amazon Web Services, Amazon Redshift, Data Security, Data Warehousing, Data Quality, Data Capture, Fraud detection

    ★ 3.6 (11) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Digital Marketing Operations & Analytics

    Skills you'll gain: Content Performance Analysis, Dashboard, Conversion Funnel Analysis, Surveys, Content Scheduling, Newsletters, Search Engine Optimization, Marketing Budgets, Email Automation, Data-Driven Marketing, Marketing Analytics, Marketing Automation, Web Analytics, Email Marketing, Content Marketing, Performance Reporting, Google Analytics, Collaborative Software, Social Media Management, Lead Generation

    Beginner · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Introduction to Vertex Forecasting and Time Series in Practice

    Skills you'll gain: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Model Training, Google Cloud Platform, Data Preprocessing, Forecasting, Feature Engineering, Cloud Deployment, Data Transformation, Recurrent Neural Networks (RNNs), Model Optimization, Applied Machine Learning, Continuous Monitoring, Deep Learning

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Financial Analysts: Essential Predictive Analytics

    Skills you'll gain: Generative AI, Financial Forecasting, Predictive Modeling, Financial Modeling, Financial Data, Market Data, Predictive Analytics, Financial Analysis, Portfolio Management, Financial Acumen, Risk Management, Investment Management, Risk Analysis, Spreadsheet Software, AI Integrations, Portfolio Risk, Financial Reporting, Analysis, Power BI, Automation

    ★ 4.1 (7) · Beginner · Course · 1 - 4 Weeks

  • C

    CertNexus

    Follow a Machine Learning Workflow

    Skills you'll gain: Data Preprocessing, Data Analysis, Model Training, Data Collection, AI Workflows, MLOps (Machine Learning Operations), Statistical Analysis, Model Deployment, Data Processing, Data Cleansing, Applied Machine Learning, Predictive Modeling, Machine Learning, Model Evaluation, Descriptive Statistics, Machine Learning Algorithms, Process Management

    ★ 4.7 (21) · Intermediate · Course · 1 - 3 Months

  • G

    Google

    Google 데이터 애널리틱스 수료증 이수 과정

    Skills you'll gain: Data Storytelling, Data Cleansing, Rmarkdown, Data Presentation, Data Visualization, Analytical Skills, Tableau Software, Dashboard, Stakeholder Communications, Dashboard Creation, Data Literacy, Data Integrity, Case Studies, Interactive Data Visualization, Data Analysis, Spreadsheet Software, Data Ethics, Ggplot2, Data Validation, Database Management

    ★ 4.8 (46) · Beginner · Professional Certificate · 3 - 6 Months

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

  • Creative AI: Images and Media : University of the Arts London
  • AWS AI Practitioner Certification Prep: LearnKartS
  • Cloud FinOps: Board Infinity
  • Дизайн-мышление в инновационной деятельности: University of Virginia
  • Introduction to Open Source Application Development: Illinois Tech
  • Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
  • Data Governance with Databricks: Whizlabs
  • Digital Marketing Operations & Analytics: Coursera
  • Introduction to Vertex Forecasting and Time Series in Practice: Google Cloud
  • GenAI for Financial Analysts: Essential Predictive Analytics: Coursera

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