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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


  • P

    Packt

    Advanced Networking Technologies and Operations

    Skills you'll gain: Wide Area Networks, Data Centers, Virtual Networking, Virtual Machines, Network Administration, Virtualization, Network Architecture, Virtual Private Networks (VPN), Wireless Networks, Network Monitoring, Network Performance Management, Network Troubleshooting, Software-Defined Networking, Network Security, Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks, Security Controls, Key Management, Internet Of Things, Disaster Recovery

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Advanced RAG Patterns

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Patterns, Agentic systems, Performance Testing, Prompt Engineering, Generative AI Agents, Generative AI, Agentic Workflows, Performance Tuning, Model Evaluation, Verification And Validation, Large Language Modeling, MLOps (Machine Learning Operations), Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 7

    Skills you'll gain: Virtualization and Virtual Machines, Virtual Machines, Virtualization, Containerization, Virtual Networking, Cloud Deployment, Open Source Technology, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    AWS: Managed AI Services

    Skills you'll gain: AI Personalization, Fraud detection, Image Analysis, Computer Vision, Amazon Web Services, Artificial Intelligence, Natural Language Processing, AI Workflows, AI Integrations, Personalized Campaigns, Document Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Google Cloud Essentials

    Skills you'll gain: Google Cloud Platform, Virtual Machines, Kubernetes, Cloud Platforms, Cloud Computing, Public Cloud, Serverless Computing, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Security Management, Containerization, Command-Line Interface, Cloud Security, Security Controls, Big Data, Analytics, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Attention Mechanism - Português Brasileiro

    Skills you'll gain: Model Optimization, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Java Programming and Web Development

    Skills you'll gain: Selenium (Software), Java, Java Programming, File I/O, File Management, Cascading Style Sheets (CSS), Extensible Markup Language (XML), Test Automation, Extensible Languages and XML, Test Script Development, Web Scraping, Apache, Web Development Tools, Data Import/Export, Verification And Validation, HTML and CSS, Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Automate R scripts with GitHub Actions: Deploy a model

    Skills you'll gain: Model Deployment, Analytics, R Programming, Scripting, Google Sheets, Email Automation, Tidyverse (R Package), Predictive Modeling, Automation, Data Manipulation, Health Technology, GitHub, Gmail, Git (Version Control System), Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Microsoft Cybersecurity Architect - SC-100 Exam Prep

    Skills you'll gain: Cyber Threat Intelligence, Computer Security Incident Management, Threat Modeling, Zero Trust Network Access, Security Management, DevSecOps, Incident Response, Threat Detection, Identity and Access Management, Application Security, Cybersecurity, Data Security, Microsoft Azure, Cyber Security Strategy, Security Strategy, IT Security Architecture, Cloud Security, Cyber Operations, Network Security

    Advanced · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O Cloud AI Developer Services

    Skills you'll gain: Cloud Development, Large Language Modeling, Model Training, AI Integrations, AI Workflows, Cloud Services, Applied Machine Learning, Computer Vision, MLOps (Machine Learning Operations), Artificial Intelligence, Cloud Solutions, LLM Application, Generative AI, Natural Language Processing, Document Management, Data Integration, Application Deployment

    Intermediate · Course · 1 - 3 Months

  • C

    Cisco Learning and Certifications

    Implementing Complex MPLS VPNs

    Skills you'll gain: Multiprotocol Label Switching, Virtual Private Networks (VPN), Routing Protocols, Service Level, Network Planning And Design, Network Routing, Network Routers, Network Architecture, Network Security

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    JavaScript Masterclass - Zero To Job Ready With 10 Projects

    Skills you'll gain: Webpack, Object Oriented Programming (OOP), Object Oriented Design, Full-Stack Web Development, JSON, Web Development Tools, Javascript, Event-Driven Programming, HTML and CSS, Application Programming Interface (API), Application Deployment, Web Applications, Web Development, Kanban Principles, Code Reusability, Hypertext Markup Language (HTML), Browser Compatibility, Programming Principles, Data Persistence, GitHub

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular unsupervised learning courses

  • Advanced Networking Technologies and Operations: Packt
  • Advanced RAG Patterns: Coursera
  • Linux Foundation Certified System Administrator (LFCS): Unit 7: Pearson
  • AWS: Managed AI Services: Whizlabs
  • Google Cloud Essentials: Pearson
  • Attention Mechanism - Português Brasileiro: Google Cloud
  • Advanced Java Programming and Web Development: Packt
  • Automate R scripts with GitHub Actions: Deploy a model: Coursera
  • Microsoft Cybersecurity Architect - SC-100 Exam Prep: Packt
  • H2O Cloud AI Developer Services: H2O.ai

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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