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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


  • M

    Microsoft

    Cybersecurity Identity and Access Solutions using Azure AD

    Skills you'll gain: Authentications, Azure Active Directory, Zero Trust Network Access, Role-Based Access Control (RBAC), Identity and Access Management, Active Directory, Single Sign-On (SSO), Authorization (Computing), User Provisioning, Microsoft Azure, Multi-Factor Authentication, Security Controls, Cyber Security Policies, IT Security Architecture, User Accounts, Enterprise Security

    4.5 stars, 193 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (193) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Azure AI in Healthcare

    Skills you'll gain: Health Informatics, Azure Active Directory, Medical Privacy, Cloud Security, Health Care, Identity and Access Management, Real Time Data, Data Infrastructure, Model Training, Patient Education and Support, AI Security, Microsoft Azure, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, AI Integrations

    Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    AI agent fundamentals with Azure AI Foundry

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Application Deployment, Cloud Deployment, Prompt Patterns, Model Deployment, Microsoft Azure, AI Integrations, Prompt Engineering Tools, Multimodal Prompts, Token Optimization, Persona (User Experience), Retrieval-Augmented Generation, Test Case

    3.4 stars, 28 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.4 (28) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Active Optical Devices

    Skills you'll gain: Semiconductors, Display Devices, Computer Displays, Systems Design, Electrical Engineering, Technical Design, Electronics, Electronics Engineering, Electrical and Computer Engineering, Engineering, Scientific, and Technical Instruments, Hardware Design, Electronic Components, Materials science, Image Quality, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Performance Testing, Physics

    3.8 stars, 119 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 3.8 (119) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    GenAI for Everyone

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, AI Enablement, AI powered creativity, Artificial Intelligence, Creative Problem-Solving, Critical Thinking

    4.7 stars, 282 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (282) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Persistent Memory Technology - Introduction and Deployment

    Skills you'll gain: Transaction Processing, Data Persistence, Performance Tuning, System Programming, Memory Management, Operating Systems, C++ (Programming Language), C (Programming Language), System Configuration, Hardware Architecture, Data Storage, Computer Hardware, Data Storage Technologies, Computing Platforms, Program Development, Application Development

    5 stars, 71 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (71) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Macquarie University

    Cyber Security: Data, Privacy and AI Security

    Skills you'll gain: Information Privacy, Data Security, Security Testing, Threat Detection, Responsible AI, Data Governance, Cyber Threat Intelligence, Data Management, Cyber Attacks, Cloud Security, Cyber Security Strategy, Cybersecurity, Data Loss Prevention, Data Integrity, Security Management, Security Controls, Security Awareness, Cyber Operations, Artificial Intelligence and Machine Learning (AI/ML), Data Science

    4.6 stars, 45 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (45) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Model Optimization, Visualization (Computer Graphics), Computer Graphic Techniques, Computer Graphics, Workflow Management, Geometry, User Interface (UI), Graphical Tools, Scripting, Construction, Operations, Design, Editing

    5 stars, 11 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (11) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Game Development with Pygame

    Skills you'll gain: Event-Driven Programming, Graphics Software, Computer Graphics, Video Game Development, Computer Graphic Techniques, Interactive Design, Game Design, Computer Displays, Development Environment, Python Programming, Program Development, Computer Programming Tools, Environment, Software Development Tools, Jupyter, Software Installation

    4.4 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Precalculus: Periodic Functions

    Skills you'll gain: Trigonometry, Systems Of Measurement, General Mathematics, Geometry, Mathematical Modeling, Graphing, Algebra, Applied Mathematics

    4.7 stars, 110 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (110) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Basics of Fire Protection, Detection and Life Safety Systems

    Skills you'll gain: Building Codes, Construction, Safety Standards, Building Design, Facility Management and Maintenance, Hazard Analysis, Safety and Security, Firewall, Design Specifications, Systems Integration

    4.6 stars, 80 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (80) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    New York University

    Climate Change and Human Rights

    Skills you'll gain: Case Law, Environmental Issue, Legal Proceedings, Legal Strategy, Social Justice, Environmental Policy, Lawsuits, Litigation and Civil Justice, Environmental Laws, Climate Change Adaptation, Advocacy, Court Systems, Social Impact, Climate Change Mitigation

    4.7 stars, 956 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (956) · Beginner · Course · 1 - 4 Weeks

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

  • Cybersecurity Identity and Access Solutions using Azure AD: Microsoft
  • Microsoft Azure AI in Healthcare: Microsoft
  • AI agent fundamentals with Azure AI Foundry: Microsoft
  • Active Optical Devices: University of Colorado Boulder
  • GenAI for Everyone: Coursera
  • Persistent Memory Technology - Introduction and Deployment: EDUCBA
  • Cyber Security: Data, Privacy and AI Security: Macquarie University
  • Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
  • Python Game Development with Pygame: EDUCBA
  • Precalculus: Periodic Functions: Johns Hopkins University

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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