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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

    Linux & Python: Automate & Manage Systems

    Skills you'll gain: Linux, Scripting, Linux Administration, Linux Commands, Scripting Languages, Operating System Administration, Data Persistence, Bash (Scripting Language), Shell Script, Unix Shell, Systems Administration, IT Automation, Software Installation, Command-Line Interface, Object-Relational Mapping, YAML, System Programming, Python Programming, Persistence, Operational Efficiency

    4.8 stars, 48 reviews, Mixed, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Microbiology for Beginners

    Skills you'll gain: Microbiology, Infectious Diseases, Molecular, Cellular, and Microbiology, Taxonomy, Public Health and Disease Prevention, Infection Control, Medical Laboratory, Public Health, Laboratory Testing, Sterilization, Environmental Science, Laboratory Techniques, Biotechnology, Environment Health And Safety, Biology, Environment, Food and Beverage, Tax, Safety Culture, Culture

    5 stars, 12 reviews, Mixed, Course, 1 - 3 Months

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

    Category: New
    New
    Category: Preview
    Preview
  • I

    IBM

    SQL for Data Science with R

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Development, Databases, R Programming, R (Software), Data Science, Query Languages, Data Access, Data Manipulation, Data Analysis

    4.4 stars, 195 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (195) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Oracle PLSQL 21c: Apply, Analyze & Build Programs

    Skills you'll gain: PL/SQL, Oracle Databases, SQL, Stored Procedure, Computational Thinking, Computational Logic, Programming Principles, Code Reusability, Business Logic, Data Integrity

    4.7 stars, 15 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

    4.6 stars, 278 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: AI in Production

    Skills you'll gain: Model Deployment, Application Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, AI Integrations, Model Evaluation, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming

    4.5 stars, 62 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.5 (62) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Introduction to Program Management

    Skills you'll gain: Program Management, Project Management Office (PMO), Project Management Life Cycle, Project Management, Stakeholder Management, Project Management Institute (PMI) Methodology, Program Implementation, Stakeholder Engagement, Organizational Strategy, Team Management, Stakeholder Analysis, Coordinating, Leadership, Job Analysis

    4.7 stars, 127 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (127) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Decentralized Application (DApp) Development

    Skills you'll gain: Blockchain, Front-End Web Development, Application Development, Web Development, Transaction Processing, Development Testing, Frontend Integration, Cryptography, FinTech, Emerging Technologies, Software Design, HTML and CSS, Software Architecture, Test Script Development, User Interface (UI) Design, Experience Design, Javascript, Application Deployment, Payment Systems, Data Management

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

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Professional Risk and Program Management

    Skills you'll gain: Enterprise Risk Management (ERM), Program Management, Bidding, Stakeholder Engagement, Project Schedules, Stakeholder Management, Risk Analysis, Leadership and Management, Stakeholder Communications, Strategic Leadership, Communication Planning, Project Estimation, Project Risk Management, Work Breakdown Structure, Scheduling, Team Leadership, Contract Management, Governance Risk Management and Compliance, Procurement, Project Controls

    4.7 stars, 12 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (12) · Beginner · Specialization · 3 - 6 Months

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

    EDUCBA

    IPO Process: Analyze, Evaluate & Launch

    Skills you'll gain: Capital Markets, Investment Banking, Equities, Securities (Finance), Financial Market, Bidding, Business Valuation, Market Dynamics, Due Diligence, Market Analysis, Market Opportunities, Process Analysis, Analysis

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

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

    Status: Free trial
    Free trial
  • 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, AI Enablement, Business Technologies, Real Time Data, AI Integrations, Internet Of Things, Wireless Networks, Cybersecurity, Operational Efficiency, Telecommunications, Data Security, Artificial Intelligence, Information Privacy, Network Performance Management

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

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

    Category: Preview
    Preview
  • U

    University of Pennsylvania

    AI in Education: Leveraging ChatGPT for Teaching

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Responsible AI, AI Personalization, Generative AI Agents, Generative AI, Education Software and Technology, Digital pedagogy, AI Integrations, Teaching

    4.8 stars, 319 reviews, Beginner, Course, 1 - 4 Weeks

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

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

  • Linux & Python: Automate & Manage Systems: EDUCBA
  • Microbiology for Beginners: EDUCBA
  • SQL for Data Science with R: IBM
  • Oracle PLSQL 21c: Apply, Analyze & Build Programs: EDUCBA
  • Python and Pandas for Data Engineering: Duke University
  • AI Workflow: AI in Production: IBM
  • Introduction to Program Management: IBM
  • Decentralized Application (DApp) Development: EDUCBA
  • Professional Risk and Program Management: EDUCBA
  • IPO Process: Analyze, Evaluate & Launch: 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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