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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


  • Status: New
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    Packt

    MCP Developer Blueprint: AI-Powered Automation & Integration

    Skills you'll gain: Model Context Protocol, AI Integrations, Email Automation, GitHub, Version Control, Gmail, Automation, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Application Programming Interface (API), API Testing, Software Development Tools, Containerization, Cloud Development, Development Environment, File Management

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Packt

    Switching, Routing, and Network Services

    Skills you'll gain: Virtual Local Area Network (VLAN), Routing Protocols, Virtual Networking, Network Switches, Network Administration, Network Routing, Network Troubleshooting, Open Shortest Path First (OSPF), Network Routers, TCP/IP, Computer Networking, Network Infrastructure, Dynamic Host Configuration Protocol (DHCP), Local Area Networks, Network Performance Management, Networking Hardware, Network Security, Network Protocols, System Configuration

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Designing Software-Defined Branch Infrastructures

    Skills you'll gain: Threat Management, Threat Detection, Security Requirements Analysis, Software-Defined Networking, Network Architecture, Security Controls, Network Planning And Design, IT Security Architecture, Network Security, Cloud-Based Integration, Cloud Solutions, Network Infrastructure, Internet Of Things, Network Engineering, Multi-Cloud, Cloud Security, Technology Solutions

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Test & Debug Java ML Pipelines

    Skills you'll gain: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, DevOps, Debugging, Code Coverage, Test Engineering, Data Pipelines

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    I

    Imperial College London

    Mission Led Innovation: Designing a Sustainable Future

    Skills you'll gain: Creativity, Innovation, Design Thinking, Sustainable Design, Research and Design, Solution Design, Sustainable Development, Scalability, Social Impact, Business Architecture, Human Centered Design, Sustainable Systems, Prototyping, Environmental Issue

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    Project Leadership, Performance Tracking, and Closure

    Skills you'll gain: Project Closure, Earned Value Management, Agile Project Management, Project Performance, Team Motivation, Leadership and Management, Team Performance Management, Project Management, Project Management Software, Project Planning, Drive Engagement, Communication Planning, Project Controls, Initiative and Leadership, Leadership, Stakeholder Communications, Influencing, Project Documentation, Resource Management, Risk Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Launching Your HR Manager Career

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    John Wiley & Sons

    Data Systems Foundations for Data Professionals

    Skills you'll gain: Database Systems, Database Management, Database Administration, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, Database Software, Database Theory, Transaction Processing, Scripting, Scripting Languages, Disaster Recovery, SQL, Data Security, NoSQL, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AlmaLinux Mastery – Free Path to Enterprise Linux

    Skills you'll gain: Red Hat Enterprise Linux, Package and Software Management, Network Administration, Servers, Hardening, Cloud Deployment, Computing Platforms, Security Software, Application Servers, File Systems, Microsoft Azure

    Beginner · Course · 1 - 3 Months

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    Packt

    What's New in .NET and C#

    Skills you'll gain: Cross Platform Development, C# (Programming Language), .NET Framework, Performance Tuning, Microsoft Development Tools, Security Software, Application Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Encoder-Decoder Architecture - 繁體中文

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative AI, Generative Model Architectures, Natural Language Processing, Model Training, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    From Base44 Design to SwiftUI - Building iOS Apps with Ease

    Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Apple Xcode, Application Development, Mobile Development, Prototyping, UI Components, Mobile Development Tools, Apple software proficiency, User Interface (UI), No-Code Development, Knowledge of Apple Software, User Interface (UI) Design, Data Persistence, Animations

    Beginner · Course · 1 - 3 Months

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

  • MCP Developer Blueprint: AI-Powered Automation & Integration: Packt
  • Switching, Routing, and Network Services: Packt
  • Designing Software-Defined Branch Infrastructures: LearnQuest
  • Test & Debug Java ML Pipelines: Coursera
  • Mission Led Innovation: Designing a Sustainable Future: Imperial College London
  • Project Leadership, Performance Tracking, and Closure: John Wiley & Sons
  • Launching Your HR Manager Career: Microsoft
  • Data Systems Foundations for Data Professionals: John Wiley & Sons
  • AlmaLinux Mastery – Free Path to Enterprise Linux: Packt
  • What's New in .NET and C#: Packt

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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