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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: Free Trial
    Free Trial
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    Coursera

    Analyze Multimodal AI for Business Insights

    Skills you'll gain: Data Presentation, Executive Presence, Stakeholder Engagement, Decision Support Systems, AI literacy, Business Analysis, Strategic Thinking, Analytical Skills, Data Synthesis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Specialized RMAN Features and Advanced Use Cases

    Skills you'll gain: Oracle Databases, Oracle Cloud, Performance Tuning, Database Architecture and Administration, Data Storage Technologies, Database Management, Database Administration, Cloud Storage, Disaster Recovery, Encryption

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    Foundations of Windows 365 Cloud PC Deployment

    Skills you'll gain: Cloud Computing, Microsoft 365, Cloud Deployment, Cloud Computing Architecture, Cloud Infrastructure, Cloud Platforms, Microsoft Intune (Mobile Device Management Software), Cloud Management, Microsoft Windows, Cloud Services, Disaster Recovery, Cloud Security, Azure Active Directory, IT Automation, Administration, Resource Management, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Node.js Development

    Skills you'll gain: Node.JS, TypeScript, Server Side, Software Development Tools, Development Environment, Web Servers, Web Development, Back-End Web Development, Web Applications, Javascript, Git (Version Control System), Webpack, Frontend Integration, Package and Software Management, File I/O, HTML and CSS, Event-Driven Programming

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Uptraining with Document AI Workbench

    Skills you'll gain: Model Training, Google Cloud Platform, Data Processing, Document Management, MLOps (Machine Learning Operations)

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
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    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Generative Model Architectures, Keras (Neural Network Library), Model Training, Model Deployment, Tensorflow

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    Building iOS Games with SpriteKit - From Zero to Hero

    Skills you'll gain: iOS Development, Apple iOS, Swift Programming, Mobile Development, Animation and Game Design, Game Design, Video Game Development, Animations, User Interface (UI), UI Components

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
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    Packt

    React Beginner Projects 2026 – Build Developer Portfolio

    Skills you'll gain: React.js, UI Components, Authentications, Front-End Web Development, User Interface (UI), Web Development Tools, Software Development Tools, Context Management, Javascript, Application Programming Interface (API), Scalability

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Tune HNSW

    Skills you'll gain: Model Optimization, Simulations, Plot (Graphics)

    Intermediate · Course · 1 - 4 Weeks

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

    John Wiley & Sons

    Global Healthcare Outcomes: Theory & Research Models

    Skills you'll gain: Pain Management, Care Management, Nursing Management, Value-Based Care, Patient-centered Care, Patient Safety, Health Policy, Nursing, Health Care, Mental and Behavioral Health, Substance Abuse, Substance Abuse Counseling, Healthcare Industry Knowledge, Cultural Responsiveness, Continuous Quality Improvement (CQI), Cultural Sensitivity, Infection Control, Surveys, Data Analysis, Leadership

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    N

    Northeastern University

    Enterprise Data Wrangling with SQL and Python

    Skills you'll gain: Data Wrangling, Data Cleansing, Relational Databases, Extract, Transform, Load, Data Manipulation, Data Integration, SQL, Databases, Database Management, Data Transformation, Data Processing, Data Quality, Business Intelligence, Data Pipelines, Data Validation, Data Analysis, Alteryx, Pandas (Python Package), Python Programming

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    CertNexus

    CSC: Secure Software Development and Implementation

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Threat Management, Open Web Application Security Project (OWASP), Security Controls, Data Security, Vulnerability Management, Computer Security, Vulnerability, Databases, Authorization (Computing), Information Privacy, Encryption, Role-Based Access Control (RBAC), Computer Programming, Python Programming, Node.JS, JavaScript Frameworks, Javascript

    Mixed · Course · 1 - 4 Weeks

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

  • Analyze Multimodal AI for Business Insights: Coursera
  • Specialized RMAN Features and Advanced Use Cases: Packt
  • Foundations of Windows 365 Cloud PC Deployment: Packt
  • Foundations of Node.js Development: Packt
  • Uptraining with Document AI Workbench: Google Cloud
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • Building iOS Games with SpriteKit - From Zero to Hero: Packt
  • React Beginner Projects 2026 – Build Developer Portfolio: Packt
  • Tune HNSW: Coursera
  • Global Healthcare Outcomes: Theory & Research Models: John Wiley & Sons

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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