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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


  • U

    University of Illinois Urbana-Champaign

    An Introduction to Accessibility and Inclusive Design

    Skills you'll gain: Disabilities, Web Content Accessibility Guidelines, Education and Training, Multimedia, Educational Materials, Adaptive Equipment, Pedagogy, Hypertext Markup Language (HTML), Developmental Disabilities, Instructional Design, Visual Impairment Education, Diversity Awareness, Labor Law, Law, Regulation, and Compliance, Family and Medical Leave Act of 1993, Microsoft Office

    4.6 stars, 253 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (253) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Angular Fundamentals: Building Responsive Web Apps with Ease

    Skills you'll gain: Angular, Bootstrap (Front-End Framework), JavaScript Frameworks, Authentications, Web Applications, Web Design and Development, Role-Based Access Control (RBAC), Responsive Web Design, UI Components, Code Reusability, User Interface (UI), Model View Controller, Data Validation, Software Testing, Data Management

    4.6 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Build and Modernize Applications With Generative AI

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Generative AI, Generative Model Architectures, Embeddings, AI Workflows, Model Optimization, Serverless Computing, Agentic Workflows, Systems Development Life Cycle, AI Orchestration, Cloud Development, Development Testing, AI Personalization, AI Enablement, AI Integrations, Application Development, AI Security, Tool Calling

    4.2 stars, 55 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.2 (55) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    ISACA

    Auditing Generative AI: Strategy, Analysis & Risk Mitigation

    Skills you'll gain: Generative AI, Responsible AI, Auditing, AI Product Strategy, Compliance Auditing, Generative Model Architectures, AI literacy, Internal Auditing, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Machine Learning Methods

    4.5 stars, 52 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • M

    Macquarie University

    Online education: The foundations of online teaching

    Skills you'll gain: Pedagogy, Instructional Design, Teaching, Virtual Environment, AI literacy

    4.7 stars, 311 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • G

    Goldman Sachs

    Digital Marketing Strategy with Goldman Sachs 10,000 Women

    Skills you'll gain: Social Media Campaigns, Digital Marketing Tools, Social Media, Social Media Marketing, Paid media, Digital Media Strategy, Digital Marketing Campaigns, Online Advertising, Campaign Management, Social Media Strategy, Search Engine Marketing, Digital Marketing, Pay Per Click Advertising, Campaign Planning, Marketing Strategy and Techniques, Owned Media, Earned Media, Marketing Design, Analytics

    4.7 stars, 1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • E

    EDUCBA

    Business Considerations for 5G with Edge, IoT, and AI

    Skills you'll gain: Case Studies, Emerging Technologies, Technology Strategies, Digital Transformation, Business Transformation, AI Security, Business Solutions, AI Enablement, Business Technologies, AI Integrations, Internet Of Things, Information Systems Security, Wireless Networks, Cybersecurity, Operational Efficiency, Telecommunications, Data Security, Artificial Intelligence, Information Privacy

    4.9 stars, 73 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (73) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Design and Render a 3D Urban Duplex in SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Architectural Design, Visualization (Computer Graphics), Computer Graphic Techniques, Layout Design

    4.5 stars, 17 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Anti-Racism I

    Skills you'll gain: Diversity Awareness, Social Justice, Cultural Responsiveness, Diversity Training, Intercultural Competence, Cultural Diversity, Social Studies, Cultural Sensitivity, Sociology, Advocacy, Oral Expression, Discussion Facilitation

    4.6 stars, 300 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (300) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Financial Modeling with Excel & AI: Analyze Forecast

    Skills you'll gain: Financial Modeling, Financial Forecasting, Financial Statements, Depreciation, Financial Statement Analysis, Financial Accounting, Financial Reporting, Balance Sheet, Financial Data, Capital Budgeting, Financial Acumen, Financial Analysis, Excel Formulas, Income Statement, Microsoft Excel, Risk Analysis, Data Storytelling, Spreadsheet Software, Data Validation, Analysis

    4.9 stars, 12 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (12) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Design and Visualize Landscape Gardens Using SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Layout Design, Software Visualization

    4.8 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Predictive Analytics with SPSS: Analyze & Apply

    Skills you'll gain: SPSS, Correlation Analysis, SPSS (Software), Logistic Regression, Regression Analysis, Predictive Modeling, Predictive Analytics, Statistics, Descriptive Statistics, Statistical Software, Statistical Methods, Statistical Modeling, Advanced Analytics, Case Studies, Statistical Analysis, Probability & Statistics, Data Import/Export, Data Manipulation, Descriptive Analytics, Analysis

    4.8 stars, 15 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (15) · Mixed · Course · 1 - 3 Months

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

  • An Introduction to Accessibility and Inclusive Design: University of Illinois Urbana-Champaign
  • Angular Fundamentals: Building Responsive Web Apps with Ease: EDUCBA
  • Build and Modernize Applications With Generative AI: Google Cloud
  • Auditing Generative AI: Strategy, Analysis & Risk Mitigation: ISACA
  • Online education: The foundations of online teaching: Macquarie University
  • Digital Marketing Strategy with Goldman Sachs 10,000 Women: Goldman Sachs
  • Business Considerations for 5G with Edge, IoT, and AI: EDUCBA
  • Design and Render a 3D Urban Duplex in SketchUp: EDUCBA
  • Anti-Racism I: University of Colorado Boulder
  • Master Financial Modeling with Excel & AI: Analyze Forecast: 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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