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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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    Coursera

    LLM Engineering That Works: Prompting, Tuning, and Retrieval

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Model Optimization, Model Deployment, Feature Engineering, Product Requirements, Prompt Engineering, Data Ethics, Prompt Patterns, LLM Application, Model Training, Kubernetes, AI Security, Systems Architecture, Large Language Modeling, Model Evaluation, PyTorch (Machine Learning Library), Apache Airflow, Data Pipelines, SQL

    Intermediate · Professional Certificate · 3 - 6 Months

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    Google Cloud

    Integrate Generative AI Into Your Data Workflow

    Skills you'll gain: Generative AI, Data Analysis, Model Training, Data-Driven Marketing, Data Wrangling, Customer Relationship Management (CRM) Software, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Data Science, Data Processing

    4.3
    Rating, 4.3 out of 5 stars
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    14 reviews

    Beginner · Specialization · 1 - 4 Weeks

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    Johns Hopkins University

    Управление анализом данных

    Skills you'll gain: Data Presentation, Statistical Reporting, Data Collection, Data Analysis, Data Capture, Data Management, Data Synthesis, Analytical Skills, Exploratory Data Analysis, Data Modeling, Descriptive Analytics, Statistical Analysis, Coordinating, Coordination, Statistical Modeling, Statistical Inference, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    51 reviews

    Mixed · Course · 1 - 4 Weeks

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    Emory University

    Generative AI in Marketing

    Skills you'll gain: Generative AI, Customer Engagement, Customer Acquisition Management, Marketing Strategies, Content Creation, Marketing Effectiveness, Marketing Automation, Prompt Engineering, Digital Marketing Tools, Large Language Modeling, Legal Risk, Intellectual Property

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    System & Network Security Essentials

    Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Intelligence, Cybersecurity, Penetration Testing, Cyber Security Assessment, Cyber Security Strategy, Security Controls, Cyber Attacks, IT Security Architecture, Security Testing, Application Security, Endpoint Security, Network Security, Infrastructure Security, Security Software, AI Security, Cyber Risk, Data Security, Network Monitoring

    4.7
    Rating, 4.7 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 3 Months

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    Duke University

    Open Source LLMOps Solutions

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Fine-tuning, Natural Language Processing, Model Deployment, Open Source Technology, Containerization, C (Programming Language), Machine Learning, Cross Platform Development

    4.8
    Rating, 4.8 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

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    Macquarie University

    Judgmental Business Forecasting in Excel

    Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Case Studies, Business Metrics, Predictive Modeling, Strategic Thinking, Data-Driven Decision-Making, Microsoft Excel, Decision Making, Estimation, Data Analysis, Data Visualization

    4.5
    Rating, 4.5 out of 5 stars
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    64 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Leeds

    Leadership and Change Management for Sustainability Success

    Skills you'll gain: Change Management, Strategic Leadership, Organizational Change, Leadership and Management, Business Transformation, Leadership Development, Leadership, Influencing, Corporate Sustainability, Communication Planning, Sustainable Business, Adaptability, Communication, Employee Engagement

    4.6
    Rating, 4.6 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Vector Databases: An Introduction with Chroma DB

    Skills you'll gain: Vector Databases, Embeddings, Data Store, Database Management Systems, Generative AI, Databases, Database Systems, LLM Application, AI Personalization, NoSQL, Database Management, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Human Cognitive Capacities & Limitations

    Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Human Factors, Decision Making, Human Learning, Human Computer Interaction, Mental Concentration, Human Machine Interfaces, Learning Theory, Usability, Memory Management, Human Centered Design

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    109 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Getting Started with Microsoft Fabric

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Pipelines, Data Analysis, Data Transformation, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Data Cleansing, Data Modeling, Data Import/Export, Dashboard, Data Governance, Capacity Management, Performance Tuning

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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

  • LLM Engineering That Works: Prompting, Tuning, and Retrieval: Coursera
  • Integrate Generative AI Into Your Data Workflow: Google Cloud
  • Управление анализом данных: Johns Hopkins University
  • Generative AI in Marketing: Emory University
  • System & Network Security Essentials: LearnKartS
  • Open Source LLMOps Solutions: Duke University
  • Judgmental Business Forecasting in Excel: Macquarie University
  • Leadership and Change Management for Sustainability Success: University of Leeds
  • Vector Databases: An Introduction with Chroma DB: IBM
  • Human Cognitive Capacities & Limitations: Arizona State University

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