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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


  • E

    EDUCBA

    Python GUI Development with Tkinter & PyCharm

    Skills you'll gain: User Interface (UI), User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, UI Components, Code Reusability, Event-Driven Programming, Design, Integrated Development Environments, Application Design, Interaction Design, Payment Systems, MySQL, Jupyter, Database Application, Development Environment, Property Management Systems, Application Development, Python Programming, Transaction Processing, Program Development

    4.4 stars, 17 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.4 (17) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI-Powered Data Analysis: A Practical Introduction

    Skills you'll gain: Data Visualization, Data Analysis, Generative AI, Statistical Methods, Data Management, Problem Solving

    4.4 stars, 27 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (27) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnKartS

    Project Management and Risk Fundamentals

    Skills you'll gain: Project Risk Management, Risk Mitigation, Risk Analysis, Project Management Institute (PMI) Methodology, Agile Methodology, Risk Appetite, Risk Control, Project Management, Project Management Life Cycle, Agile Project Management, Project Implementation, Stakeholder Communications, Project Planning

    4.8 stars, 67 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    CRM Strategies: Analyze, Design & Implement

    Skills you'll gain: Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer experience strategy (CX), Case Studies, Brand Loyalty, Customer Relationship Building, Customer experience improvement, Business Strategies, Relationship Management, Organizational Strategy, Business Strategy, Business Analysis, Auditing, Business, Market Analysis, Planning, Environment

    4.5 stars, 20 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (20) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Investment Banking Fundamentals & Financial Deals

    Skills you'll gain: Investment Banking, Mergers & Acquisitions, Banking, Market Analysis, Financial Services, Financial Market, Capital Markets, Financial Analysis, Market Research, Financial Trading, Corporate Strategy, Corporate Finance, Research Reports, Sales

    5 stars, 14 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (14) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Advancing Women in Tech

    The Art & Science of Product Management

    Skills you'll gain: Cross-Functional Team Leadership, AI Product Strategy, Design and Product, Technical Product Management, Engineering Management, Product Management, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, AI Enablement, Artificial Intelligence, Interviewing Skills, Machine Learning, Deep Learning

    4.5 stars, 158 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Excel Pivot Table Analysis & Visualization

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Data Storytelling, Data Presentation, Business Analytics, Excel Formulas, Ad Hoc Reporting, Analytics, Data Visualization, Data Analysis, Performance Reporting, Data Synthesis, Statistical Reporting, Analytical Skills, Scalability, Data Compilation, Data Manipulation, Operational Efficiency

    4.5 stars, 14 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.5 (14) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Agile Practices: Apply, Evaluate & Optimize from Mindset

    5 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (24) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    ESSEC Business School

    L'avenir de la décision : connaître et agir en complexité

    Skills you'll gain: Complex Problem Solving, Decision Making, Systems Thinking, Strategic Decision-Making, Economics, Policy, and Social Studies, International Relations, Forecasting, Social Sciences, Education and Training, Organizational Structure, Organizational Change, Human Learning, Organizational Effectiveness, Knowledge Transfer, Sociology, Informatics, Human Development, Economic Development, Psychology

    4.7 stars, 387 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (387) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    IntelliJ IDEA: Complete Course

    Skills you'll gain: IntelliJ IDEA, Apache Maven, Build Tools, Data Import/Export, Kotlin, Software Installation, Unit Testing, Software Development, Java, Software Testing, Database Management

    4.8 stars, 19 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Python Scripting for DevOps

    Skills you'll gain: Containerization, File I/O, Package and Software Management, Unified Modeling Language, Software Testing, Docker (Software), Development Environment, Unit Testing, Application Deployment, Plot (Graphics), Pandas (Python Package), Scripting, Data Modeling, DevOps, Data Persistence, Programming Principles, Python Programming, Scripting Languages, Data Structures, Computer Programming

    4 stars, 210 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (210) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • W

    Wesleyan University

    Regression Modeling in Practice

    Skills you'll gain: Regression Analysis, Logistic Regression, Statistical Methods, Statistical Analysis, Statistical Modeling, Data Analysis, Correlation Analysis, SAS (Software), Statistical Programming, Statistical Inference, Predictive Modeling, Model Evaluation, Python Programming

    4.4 stars, 274 reviews, Mixed, Course, 1 - 4 Weeks

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

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

  • Python GUI Development with Tkinter & PyCharm: EDUCBA
  • AI-Powered Data Analysis: A Practical Introduction: University of Michigan
  • Project Management and Risk Fundamentals: LearnKartS
  • CRM Strategies: Analyze, Design & Implement: EDUCBA
  • Analyze Investment Banking Fundamentals & Financial Deals: EDUCBA
  • The Art & Science of Product Management: Advancing Women in Tech
  • Excel Pivot Table Analysis & Visualization: EDUCBA
  • Agile Practices: Apply, Evaluate & Optimize from Mindset: EDUCBA
  • L'avenir de la décision : connaître et agir en complexité: ESSEC Business School
  • IntelliJ IDEA: Complete Course: 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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