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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


  • B

    Berklee

    Arranging for Songwriters

    Skills you'll gain: Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Media Production, Writing

    4.5 stars, 85 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (85) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Internet of Things: Setting Up Your DragonBoard™ Development Platform

    Skills you'll gain: Android Development, Application Development, Android (Operating System), Video Game Development, Android Studio, Mobile Development, Software Development Tools, Game Design, Computer Programming Tools, Development Environment, Internet Of Things, Web Servers, Web Applications, Java, Ubuntu, Peripheral Devices, Operating Systems, Software Installation, System Configuration, Hardware Troubleshooting

    4.2 stars, 160 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.2 (160) · Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud 日本語版

    Skills you'll gain: Google Cloud Platform, Dataflow, Data Pipelines, Data Import/Export, Feature Engineering, Data Lakes, Model Deployment, Real Time Data, Dashboard Creation, Apache Kafka, Tensorflow, Data Governance, Data Warehousing, Apache Spark, Dashboard, Data Infrastructure, Data Architecture, Big Data, Extract, Transform, Load, Unstructured Data

    4.3 stars, 82 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (82) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

    4.9 stars, 14 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (14) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Security and Auditing in Ethereum

    Skills you'll gain: Secure Coding, Penetration Testing, Security Testing, Application Security, Event Monitoring, Exploit development, Cyber Security Assessment, Payment Systems, Continuous Monitoring, Blockchain, Incident Response, Vulnerability Scanning, Patch Management, Code Review, Incident Management, Development Testing, Authorization (Computing), Data Validation

    4.8 stars, 30 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (30) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Generative AI Integration and Deployment Strategies

    Skills you'll gain: Generative Model Architectures, AI Product Strategy, AI Integrations, Risking, Decision Intelligence

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI Powered UI/UX Design

    Skills you'll gain: AI Personalization, Digital Transformation, AI Product Strategy, User Interface and User Experience (UI/UX) Design, Experience Design, Persona (User Experience), User Experience Design, User Experience, User Centered Design, User Interface (UI), UI/UX Research, Artificial Intelligence, Design Research, Wireframing, Design Reviews, User Story, Prototyping, Responsible AI, Presentations, Prompt Patterns

    3.8 stars, 38 reviews, Advanced, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    CompTIA Network+ (N10-008)

    Skills you'll gain: Network Security, Remote Access Systems, Disaster Recovery, OSI Models, General Networking, Network Administration, Network Troubleshooting, Computer Networking, Network Architecture, Network Infrastructure, Networking Hardware, Network Monitoring, TCP/IP, Virtual Private Networks (VPN), Network Protocols, Cybersecurity, Computer Security, Data Centers, Virtualization, Authentications

    4.8 stars, 26 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (26) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Technical Diagnostics and Troubleshooting Techniques

    Skills you'll gain: Hardware Troubleshooting, Network Troubleshooting, Technical Support, Computer Hardware, Problem Management, Generative AI, Debugging, Technical Communication, Network Monitoring, Network Performance Management, Microsoft Windows, System Monitoring, Operating Systems, Mac OS, Technical Documentation

    4.8 stars, 181 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (181) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Budgeting and Forecasting Fundamentals

    Skills you'll gain: Budget Management, Budgeting, Forecasting, Financial Forecasting, Operating Budget, Cost Management, Cost Accounting, Cash Flow Forecasting, Financial Statements, Profit and Loss (P&L) Management, Variance Analysis, Ethical Standards And Conduct, Income Statement, Balance Sheet, Cash Flows

    4.8 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (15) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • V

    Vanderbilt University

    Model Context Protocol for Leaders: Generative AI Agents

    Skills you'll gain: Model Context Protocol, Generative AI Agents, Agentic Workflows, AI Enablement, Email Automation, Business Process Automation, Generative AI, AI Product Strategy, Agentic systems, Initiative and Leadership, Tool Calling, Anthropic Claude, ChatGPT, Automation, Responsible AI, Marketing Automation, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, IT Automation

    4.3 stars, 28 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (28) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Playwright Python and Pytest for Web Automation Testing

    Skills you'll gain: Continuous Integration, Test Automation, Authentications, CI/CD, Test Script Development, API Testing, Software Testing, Behavior-Driven Development, Event-Driven Programming, GitHub, Cascading Style Sheets (CSS)

    4.3 stars, 21 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.3 (21) · Intermediate · Course · 3 - 6 Months

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

  • Arranging for Songwriters: Berklee
  • Internet of Things: Setting Up Your DragonBoard™ Development Platform: University of California San Diego
  • Data Engineering, Big Data and ML on Google Cloud 日本語版: Google Cloud
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
  • Security and Auditing in Ethereum: EDUCBA
  • Apply Generative AI Integration and Deployment Strategies: EDUCBA
  • AI Powered UI/UX Design: AI CERTs
  • CompTIA Network+ (N10-008): Packt
  • Technical Diagnostics and Troubleshooting Techniques: Microsoft
  • Apply Budgeting and Forecasting Fundamentals: 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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