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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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    EDUCBA

    Splunk Fundamentals: Analyze & Visualize Data

    Skills you'll gain: Splunk, Dashboard, Dashboard Creation, Plot (Graphics), Business Intelligence, Scatter Plots, Data Visualization Software, Data-Driven Decision-Making, Interactive Data Visualization, Data Visualization, Software Installation, Business Intelligence Software, Real Time Data, Case Studies, Trend Analysis, Event Monitoring, Transaction Processing, System Configuration, Correlation Analysis, Statistical Analysis

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Project Management Foundations & Practical Skills

    Skills you'll gain: Project Scoping, Change Control, Cost Control, Scope Management, Project Risk Management, Project Performance, Stakeholder Engagement, Project Management, Project Controls, Project Management Life Cycle, Stakeholder Management, Project Schedules, Project Management Institute (PMI) Methodology, Risk Management, Scheduling, Project Planning, Work Breakdown Structure, Risk Mitigation, Requirements Management, Change Management

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Industrial Applications of AI

    Skills you'll gain: Machine Learning Algorithms, Computer Vision, Applied Machine Learning, Image Analysis, Civil Engineering, Classification Algorithms, AI Enablement, Artificial Intelligence, Machine Learning Software, Electrical Substation, Machine Learning, AI literacy, Tensorflow, Construction Engineering, Convolutional Neural Networks, Deep Learning, PyTorch (Machine Learning Library), Artificial Neural Networks, Electric Power Systems, Electrical Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    هيكلة مشاريع التعلم الآلي

    Skills you'll gain: Technical Management, Decision Intelligence, AI Product Strategy, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Model Optimization, Test Data

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    Logical Operations

    Cisco Implementation and Administration (CCNA 200-301)

    Skills you'll gain: Network Troubleshooting, Network Administration, Network Security, Network Architecture, TCP/IP, Network Routers, Computer Networking, Network Routing, Virtual Local Area Network (VLAN), Dynamic Host Configuration Protocol (DHCP), Wireless Networks, Local Area Networks, Network Switches, Networking Hardware, Network Infrastructure, IT Automation, Network Protocols, Routing Protocols, Hardware Troubleshooting, Network Model

    3.9
    Rating, 3.9 out of 5 stars
    ·
    12 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Master Redis Fundamentals for High-Performance Data Storage

    Skills you'll gain: Redis, Data Store, Key Management, Data Structures, Data Storage, Performance Tuning, Memory Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    William Shakespeare's Twelfth Night: Comedy, Conflict, and Community

    Skills you'll gain: Performing Arts, Sociology, Interactive Learning, Liberal Arts, Storytelling, Social Sciences, Lecturing, Culture, Community Outreach, Psychology, Conflict Management, Human Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Computational Vision

    Skills you'll gain: Computer Vision, Image Analysis, Artificial Neural Networks, Convolutional Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computational Thinking, Psychology, Human Factors

    4.4
    Rating, 4.4 out of 5 stars
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    67 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Delegation Skills

    Skills you'll gain: Delegation Skills, Productivity, Supervision, Team Leadership, Team Performance Management, Team Building, Team Management, Management Training And Development, Leadership, Leadership Development, Overcoming Objections, Staff Management, Follow Through, Coordinating, Overcoming Obstacles, Empowerment, Accountability Frameworks, Expectation Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Agile Workflows with TFS: Track, Control & QA Projects

    Skills you'll gain: Test Tools, Test Planning, CI/CD, Continuous Deployment, Agile Software Development, Continuous Integration, Test Case, Backlogs, Microsoft Development Tools, Test Execution Engine, Version Control, Collaborative Software, Software Configuration Management, Microsoft Visual Studio, Agile Project Management, Agile Methodology, Application Lifecycle Management, Release Management, Configuration Management, Build Tools

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Modern Data Strategy for Enterprise Generative AI

    Skills you'll gain: AI Security, Vector Databases, Responsible AI, Data Strategy, Data Ethics, Data Management, Data Security, Generative AI, Data Mapping, AI Integrations, Generative AI Agents, Data Governance, Containerization, Data Architecture, Retrieval-Augmented Generation, Interoperability, Enterprise Architecture, Metadata Management, Data Pipelines, Artificial Intelligence and Machine Learning (AI/ML)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    AZ-104: Managing Azure Identity, Governance, and Storage

    Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, Active Directory, Authorization (Computing), Identity and Access Management, User Provisioning, Cloud Management, Cloud Security, User Accounts, Cloud Storage, Data Security, Data Storage, Key Management, Data Storage Technologies, Continuous Monitoring, Encryption

    3.9
    Rating, 3.9 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Splunk Fundamentals: Analyze & Visualize Data: EDUCBA
  • Project Management Foundations & Practical Skills: EDUCBA
  • Industrial Applications of AI: L&T EduTech
  • هيكلة مشاريع التعلم الآلي: DeepLearning.AI
  • Cisco Implementation and Administration (CCNA 200-301): Logical Operations
  • Master Redis Fundamentals for High-Performance Data Storage: EDUCBA
  • William Shakespeare's Twelfth Night: Comedy, Conflict, and Community: University of Colorado Boulder
  • Computational Vision: University of Colorado Boulder
  • Delegation Skills: Packt
  • Agile Workflows with TFS: Track, Control & QA Projects: EDUCBA

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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