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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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    Goodwill Industries International

    Goodwill® Career Coach and Navigator

    Skills you'll gain: Constructive Feedback, Interviewing Skills, Communication, Coaching, Accountability, Virtual Teams, Professional Development, Client Support, Diversity Equity and Inclusion Initiatives, Trustworthiness, Workforce Development, Recruitment, Ethical Standards And Conduct, Client Services, Relationship Management, Talent Pipelining, Rapport Building, Telecommuting, Needs Assessment, Employee Onboarding

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    476 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, AI Integrations, Scripting, Programming Principles, Automation, Computer Programming, Application Programming Interface (API), Package and Software Management, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
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    254 reviews

    Beginner · Course · 1 - 4 Weeks

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    K

    KodeKloud

    AWS GenAI: RAG, AI Agents and Responsible AI

    Skills you'll gain: Prompt Engineering, Responsible AI, Amazon Bedrock, Retrieval-Augmented Generation, Multimodal Prompts, Generative AI, AWS SageMaker, Generative AI Agents, LLM Application, Vector Databases, Amazon Web Services, Large Language Modeling, Agentic Workflows, Human Centered Design, Agentic systems, Embeddings, Data Ethics, Data Governance, Natural Language Processing, Benchmarking

    Advanced · Course · 1 - 4 Weeks

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    Whizlabs

    Amazon Sagemakaer Essesntials

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Model Training, Model Deployment, Data Preprocessing, Feature Engineering, Model Evaluation, Responsible AI, Amazon Web Services, Data Wrangling, Model Optimization, Supervised Learning, Data Transformation, Data Processing, Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Cloud Deployment, Apache Airflow, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    B

    British Standards Institution

    AI Technical Risk Controls

    Skills you'll gain: Risking, Statistical Methods, Data Ethics, Model Evaluation, Vulnerability Assessments, Statistical Hypothesis Testing, Performance Testing, Verification And Validation, Statistical Analysis, Decision Intelligence, Artificial Intelligence, Artificial Neural Networks, Supervised Learning, Ethical Standards And Conduct, Continuous Monitoring, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Law, Regulation, and Compliance, Probability & Statistics

    Intermediate · Specialization · 3 - 6 Months

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    Whizlabs

    Microsoft Entra ID Fundamentals and Identity Administration

    Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Identity and Access Management, User Accounts, Active Directory, User Provisioning, Authorization (Computing), Cloud Security, Microsoft Azure, Authentications, Cloud Management, Hybrid Cloud Computing, Multi-Tenant Cloud Environments, Cloud-Based Integration, Threat Detection

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    Advanced Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Business Metrics, Scatter Plots, Key Performance Indicators (KPIs), Data Analysis, Performance Metric, Performance Analysis, Analytical Skills, Trend Analysis, Statistical Analysis, Business Analysis, Plot (Graphics), Regression Analysis, Quantitative Research, Probability & Statistics, Statistical Methods, Data Visualization, Data Presentation, Statistical Inference

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Dynamic Heat Maps in Spreadsheets

    Skills you'll gain: Business Reporting, Dashboard, Data Visualization, Dashboard Creation, Interactive Data Visualization, Microsoft Excel, Heat Maps, Trend Analysis, Excel Formulas, Analysis, Spreadsheet Software, Data Validation, Sales, Data Analysis, Business Analysis, Real Time Data, Microsoft Project, Business, Decision Making

    Mixed · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Mathematical Biostatistics Boot Camp 1

    Skills you'll gain: Sampling (Statistics), Bayesian Statistics, Probability & Statistics, Statistical Inference, Statistics, Probability, Probability Distribution, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing

    4.4
    Rating, 4.4 out of 5 stars
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    546 reviews

    Mixed · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Foundations of Machine Learning: Concepts, Tools, and Math

    Skills you'll gain: Data Literacy, Responsible AI, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Unstructured Data, Generative AI, Machine Learning Algorithms, Model Training, NumPy, Python Programming, Data Science, Scalability, Artificial Intelligence, Supervised Learning, Data Preprocessing, Unsupervised Learning, Feature Engineering, Algorithms

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Credit Default and Interest Rate Swaps

    Skills you'll gain: Derivatives, Credit Risk, Capital Markets, Financial Market, Securities (Finance), Financial Trading, Market Dynamics, Investments, Investment Management, Risk Management, Financial Services, Portfolio Risk, Financial Regulation, Financial Regulations, Risk Management Framework, Finance, Market Trend, Financial Management, Asset Management, Return On Investment

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SkillUp

    Project Management Foundations, Initiation, and Planning

    Skills you'll gain: Team Motivation, Stakeholder Engagement, Project Planning, Earned Value Management, Stakeholder Management, Project Documentation, Meeting Facilitation, Project Management Institute (PMI) Methodology, Project Scoping, Initiative and Leadership, Team Leadership, Project Management, Project Management Life Cycle, Stakeholder Analysis, Stakeholder Communications, Program Standards, Agile Project Management, Quality Management

    4.7
    Rating, 4.7 out of 5 stars
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    601 reviews

    Beginner · Course · 1 - 3 Months

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

  • Goodwill® Career Coach and Navigator: Goodwill Industries International
  • AI Python for Beginners: DeepLearning.AI
  • AWS GenAI: RAG, AI Agents and Responsible AI: KodeKloud
  • Amazon Sagemakaer Essesntials: Whizlabs
  • AI Technical Risk Controls: British Standards Institution
  • Microsoft Entra ID Fundamentals and Identity Administration: Whizlabs
  • Advanced Exploratory Data Analysis: Coursera
  • Dynamic Heat Maps in Spreadsheets: EDUCBA
  • Mathematical Biostatistics Boot Camp 1: Johns Hopkins University
  • Foundations of Machine Learning: Concepts, Tools, and Math: John Wiley & Sons

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