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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

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, R (Software), Data-Driven Decision-Making, Data Science, Machine Learning Software, Feature Engineering, Data Preprocessing, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    4.9
    Rating, 4.9 out of 5 stars
    ·
    53 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    CCNA Expert – Network Automation, Cloud, and Emerging Technologies

    Skills you'll gain: Wireless Networks, Cloud Computing, Network Monitoring, Network Security, Cloud Computing Architecture, Cloud Platforms, Event Monitoring, Network Performance Management, Cloud Services, Cloud Deployment, Local Area Networks, Software-Defined Networking, General Networking, Ansible, Network Administration, IT Automation, Authentications, Network Engineering, Virtualization, Network Infrastructure

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    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

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT for Project Management: Insight, Planning, & Success

    Skills you'll gain: LLM Application, Large Language Modeling, Project Planning, Prompt Patterns, ChatGPT, Risk Analysis, Timelines, Project Risk Management, Performance Metric, Project Schedules, Project Management, Organizational Skills, Prompt Engineering, Risk Management, Key Performance Indicators (KPIs), Work Breakdown Structure, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
    ·
    80 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    Arm

    Introduction to AI

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Intelligence, Model Evaluation, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Deep Learning, Supervised Learning, Data Ethics, Large Language Modeling, Responsible AI, AI literacy, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    Google IT 지원 수료증 이수 과정

    Skills you'll gain: Operating System Administration, Network Security, IT Security Architecture, Package and Software Management, IT Infrastructure, Computer Networking, Information Systems Security, Systems Administration, Microsoft Windows, Technical Support and Services, Cybersecurity, OSI Models, Cloud Management, Technical Support, Desktop Support, Network Troubleshooting, Disaster Recovery, Operating Systems, Help Desk Support, TCP/IP

    4.9
    Rating, 4.9 out of 5 stars
    ·
    37 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Machine Learning Methods, Model Optimization, Statistical Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Supervised Learning, Machine Learning, Model Training, Feature Engineering, Decision Tree Learning, Deep Learning, Model Evaluation, Embeddings, Predictive Modeling, Classification Algorithms, Dimensionality Reduction, Artificial Neural Networks, Random Forest Algorithm, AI Personalization, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    35 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Measurement – Turning Concepts into Data

    Skills you'll gain: Surveys, Survey Creation, Sampling (Statistics), Quantitative Research, Analysis, Research Methodologies, Data Analysis, Data Collection, Data Quality, Data Transformation, Statistical Analysis, Data Modeling, Data Validation, Statistical Methods, Mitigation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    82 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Machine Learning Methods, Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Convolutional Neural Networks, Supervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Artificial Intelligence, Classification Algorithms, Data Science, Model Training, Artificial Neural Networks, Data Processing, Data Preprocessing

    3.3
    Rating, 3.3 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    إنشاء تصاميم تسويقية مذهلة باستخدام كانفا

    Skills you'll gain: Canva (Software), Marketing Design, Social Media Marketing, Social Media Content, Content Creation, Graphic and Visual Design Software, Social Media, Marketing Materials, Color Matching, Graphic Design, Graphical Tools, Design, User Accounts

    4.4
    Rating, 4.4 out of 5 stars
    ·
    67 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    C

    Coursera

    Create a value proposition canvas in Miro

    Skills you'll gain: Competitive Analysis, Customer Analysis, Customer Insights, Value Propositions, Company, Product, and Service Knowledge, Business Modeling, Business Analysis Tools, Presentations, Product Knowledge, Benchmarking, Marketing, Collaborative Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    27 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    O

    O.P. Jindal Global University

    Machine Learning

    Skills you'll gain: Model Evaluation, Supervised Learning, Model Training, Scikit Learn (Machine Learning Library), Tensorflow, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Machine Learning Algorithms, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Model Optimization, Embeddings, Pandas (Python Package), Natural Language Processing

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

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

  • Predictive Analytics for Business with H2O in R: Coursera
  • CCNA Expert – Network Automation, Cloud, and Emerging Technologies: Packt
  • Integrate Generative AI Into Your Data Workflow: Google Cloud
  • ChatGPT for Project Management: Insight, Planning, & Success: Vanderbilt University
  • Introduction to AI: Arm
  • Google IT 지원 수료증 이수 과정: Google
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Measurement – Turning Concepts into Data: Johns Hopkins University
  • Machine Learning and NLP Basics: Edureka
  • إنشاء تصاميم تسويقية مذهلة باستخدام كانفا: Coursera

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