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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

    Board Infinity

    HR Foundations: Core Concepts, Practices, and Leadership

    Skills you'll gain: Organizational Development, Culture Transformation, Talent Recruitment, Human Resource Management, Management Training And Development, Human Capital, Intercultural Competence, Human Resources Software, Organizational Leadership, People Development, Professionalism, Human Resources Information System (HRIS), Workforce Development, Organizational Change, Staff Management, Employee Engagement

    3.7 stars, 90 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.7 (90) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Six Sigma Green Belt: Apply, Analyze & Improve

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Quality Improvement, Process Improvement and Optimization, Quality Management, Process Analysis, Process Improvement, Data-Driven Decision-Making, Continuous Quality Improvement (CQI), Process Optimization, Performance Improvement, Continuous Improvement Process, Quality Control, Statistical Process Controls, Pareto Chart, Statistics, Customer experience improvement, Statistical Methods, Correlation Analysis

    4.9 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (16) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    NCFM Banking Credit and Investment Skills

    Skills you'll gain: Banking Services, Lending and Underwriting, Commercial Banking, General Lending, Bank Regulations, Deposit Accounts, Banking, Loans, Consumer Lending, Retail Banking, Investments, Loan Origination, Payment Systems, Financial Inclusion, Financial Market, Customer Relationship Management, Investment Management, Wealth Management, Credit Risk, Tax Management

    Beginner · Specialization · 3 - 6 Months

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

    EDUCBA

    Java Programming Masterclass

    Skills you'll gain: Software Development

    4.9 stars, 20 reviews, Beginner, Course, 1 - 3 Months

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

    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, Customer Relationship Building, Brand Loyalty, 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

    IT Fundamentals: Systems, Networks & Security

    Skills you'll gain: Disaster Recovery, Hardware Architecture, Computer Hardware, Database Management, Relational Databases, Computer Systems, Databases, Computer Architecture, Cybersecurity, Operating Systems, Cyber Attacks, SQL, TCP/IP, Information Technology, Database Systems, General Networking, Information Systems Security, Cyber Security Policies, Networking Hardware, Security Management

    4.8 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (16) · Mixed · Course · 1 - 4 Weeks

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

    EDUCBA

    Master Trade Finance & International Trade Risks

    Skills you'll gain: International Finance, Risk Management, Credit Risk, Bank Regulations, Financial Trading, Commercial Banking, Risk Analysis, Risk Mitigation, Banking Services, Banking, Payment Systems, Commercial Lending, Payment Processing and Collection, Shipping and Receiving, Export Control, Transportation, Supply Chain, and Logistics, Payment Processing, Compliance Management, Cash Flows, Regulatory Requirements

    5 stars, 26 reviews, Mixed, Course, 1 - 3 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Responsible AI, Microsoft Copilot, Data Storytelling, Generative AI, Generative Model Architectures, Data Presentation, AI Workflows, Technical Communication, Data Ethics, Dashboard Creation, Data Validation, Data Transformation, Spreadsheet Software, Prompt Engineering, Data Manipulation, Microsoft 365, Data Science, Data Security, Model Evaluation, Critical Thinking

    4.7 stars, 73 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (73) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Developing Applications in Python on AWS

    Skills you'll gain: Software Architecture, Amazon DynamoDB, Database Management, Cloud Applications, Databases, Amazon Web Services, Event-Driven Programming, API Gateway, Cloud Development, Serverless Computing, Python Programming, Cloud API, Application Deployment, Service Oriented Architecture, Microservices, Programming Principles, Scripting Languages, Application Development, Web Development, Automation

    4.6 stars, 108 reviews, Beginner, Course, 1 - 4 Weeks

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

  • C

    Coursera

    ChatGPT Playground for Beginners: Intro to NLP AI

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Context Engineering, ChatGPT, Patient Communication, Large Language Modeling, Generative AI, Token Optimization, AI Personalization, LLM Application, Patient Education And Counseling, Health Technology, Artificial Intelligence, Natural Language Processing

    4.6 stars, 102 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (102) · Beginner · Guided Project · Less Than 2 Hours

  • B

    Birla Institute of Technology & Science, Pilani

    Introduction to Data Analytics

    Skills you'll gain: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Cybersecurity Solutions and Microsoft Defender

    Skills you'll gain: Security Information and Event Management (SIEM), Cloud Security, Azure Active Directory, Threat Detection, Microsoft Azure, Cyber Security Policies, Threat Management, Identity and Access Management, Security Controls, Endpoint Security, Endpoint Detection and Response, Cyber Attacks, Distributed Denial-Of-Service (DDoS) Attacks, Malware Protection, Computer Security Incident Management, Firewall, Incident Response, Event Management

    4.6 stars, 174 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (174) · Beginner · 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

  • HR Foundations: Core Concepts, Practices, and Leadership: Board Infinity
  • Six Sigma Green Belt: Apply, Analyze & Improve: EDUCBA
  • NCFM Banking Credit and Investment Skills: EDUCBA
  • Java Programming Masterclass: EDUCBA
  • CRM Strategies: Analyze, Design & Implement: EDUCBA
  • IT Fundamentals: Systems, Networks & Security: EDUCBA
  • Master Trade Finance & International Trade Risks: EDUCBA
  • Generative AI for Data Scientists: Microsoft
  • Developing Applications in Python on AWS: Amazon Web Services
  • ChatGPT Playground for Beginners: Intro to NLP AI: Coursera

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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