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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


  • C

    Coursera

    Transform Audio: Extract Features & Augment Models

    Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • A

    Arizona State University

    Random Models, Nested and Split-plot Designs

    Skills you'll gain: Statistical Analysis, Regression Analysis, Sampling (Statistics), Statistical Modeling, Statistical Methods, Mathematical Modeling, Data Transformation, Probability Distribution, Logistic Regression

    ★ 4.7 (36) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    Deep Teaching Solutions

    Think Critically: Deductive Reasoning and Mental Models

    Skills you'll gain: Deductive Reasoning, Cognitive flexibility, Logical Reasoning, Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, Analytical Skills, Open Mindset, Problem Solving, Decision Making

    ★ 4.8 (42) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Hedge Fund Strategies and Investment Models

    Skills you'll gain: Hedge Accounting, Investment Management, Portfolio Management, Financial Market, Capital Markets, Investments, Financial Trading, Performance Measurement, Portfolio Risk, Asset Management, Performance Analysis, Risk Management, Equities, Return On Investment, Securities Trading, Financial Regulations, Financial Regulation, Market Trend, Market Dynamics, Fund Accounting

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Fine-tuning Language Models for Business Tasks

    Skills you'll gain: LLM Application, Large Language Modeling, Fine-tuning, AI Personalization, Forecasting, Artificial Intelligence, Natural Language Processing, Business Analysis, Innovation

    ★ 2.6 (14) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Secure Mobile AI Models Against Attacks

    Skills you'll gain: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Secure Coding, Threat Modeling, DevSecOps, Security Controls, System Monitoring, Encryption, Hardening, Threat Management, Security Management, Threat Detection, Information Privacy, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Analyze Financial Models: Scenarios and Sensitivity

    Skills you'll gain: Strategic Decision-Making, Microsoft Excel, Financial Modeling, Case Studies, Financial Analysis, Risk Analysis, Strategic Thinking, Financial Forecasting, Analysis, Business Analysis, Spreadsheet Software, Risk Modeling, Financial Data, Data-Driven Decision-Making, Scenario Testing, Risk Management, Forecasting, Data Presentation, Presentations

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Predictive Modeling, Minitab, Statistical Modeling, Statistical Software, Statistical Methods, Statistical Analysis, Data Analysis Software, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Transformer Models and BERT Model - 한국어

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Transformer Models and BERT Model - בעברית

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Transfer Learning, Generative Model Architectures, Applied Machine Learning, Text Mining, Fine-tuning, Deep Learning

    Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Pragmatic AI Labs

    GitHub: Evaluating and Integrating AI Models

    Skills you'll gain: Responsible AI, Model Evaluation, AI Integrations, GitHub, Application Programming Interface (API), AI Enablement, Generative AI, Development Environment, API Design, LLM Application, Cloud Development, Microsoft Azure, Cloud Deployment, Prompt Engineering, Scalability, Authentications, Data Validation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Analyze Cases & Evaluate Models in Finance

    Skills you'll gain: Data Storytelling, Financial Auditing, Financial Modeling, Data Presentation, Auditing, Case Studies, Financial Analysis, Financial Data, Quality Assurance, Report Writing, Financial Statement Analysis, Risk Analysis, Analysis, Model Evaluation, Storytelling, Quality Assessment, Critical Thinking, Verification And Validation, Due Diligence, Business Valuation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
1…222324…456

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

  • Transform Audio: Extract Features & Augment Models: Coursera
  • Random Models, Nested and Split-plot Designs: Arizona State University
  • Think Critically: Deductive Reasoning and Mental Models: Deep Teaching Solutions
  • Hedge Fund Strategies and Investment Models: EDUCBA
  • Fine-tuning Language Models for Business Tasks: Coursera
  • Secure Mobile AI Models Against Attacks: Coursera
  • Analyze Financial Models: Scenarios and Sensitivity: Coursera
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Transformer Models and BERT Model - 한국어: Google Cloud
  • Transformer Models and BERT Model - בעברית: Google Cloud

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