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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


  • J

    Johns Hopkins University

    AI for Cybersecurity

    Skills you'll gain: Generative Adversarial Networks (GANs), Anomaly Detection, AI Security, Fraud detection, Model Evaluation, Malware Protection, Cybersecurity, Threat Detection, Feature Engineering, Network Analysis, Cyber Attacks, Cyber Security Strategy, Classification Algorithms, Email Security, Network Security, Jupyter, Authentications, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence

    4.3 stars, 139 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • G

    Google

    Grow as a Manager

    Skills you'll gain: Management Training And Development, Leadership and Management, Lifelong Learning, Leadership, Growth Mindedness, Team Motivation, AI Enablement, AI literacy

    4.8 stars, 204 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Digital Marketing & Social Media Ads

    Skills you'll gain: Pinterest, Social Media Marketing, Social Media, Social Media Strategy, Social Media Campaigns, Social Media Analytics, Social Media Management, Storytelling, Marketing Strategies, Data-Driven Marketing, Content Creation, Marketing Planning, Digital Brand Strategy, Advertising Campaigns, Content Performance Analysis, Instagram, Digital Marketing Campaigns, Digital Marketing, Marketing Analytics, Social Media Content

    Beginner · Specialization · 1 - 3 Months

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

    Microsoft

    Microsoft Azure Security Engineer Associate (AZ-500)

    Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Data Storage, Application Security, Database Architecture and Administration, IT Security Architecture, Virtual Machines, Microsoft SQL Servers, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications, Cyber Governance

    4.5 stars, 160 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.5 (160) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    Operations Research (3): Theory

    Skills you'll gain: Operations Research, Network Model, Statistical Machine Learning, Case Studies, Applied Mathematics, Mathematical Modeling, Machine Learning, Model Optimization, Mathematical Theory & Analysis, Transportation Operations, Business Analytics, Linear Algebra, Resource Allocation, Classification Algorithms, Algorithms

    4.9 stars, 97 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.9 (97) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Six Sigma Black Belt: Analyze, Improve & Control

    Skills you'll gain: Lean Six Sigma, Sample Size Determination, Six Sigma Methodology, Process Improvement, Quality Improvement, Data-Driven Decision-Making, Lean Methodologies, Statistical Process Controls, Process Improvement and Optimization, Process Analysis, Lean Manufacturing, Continuous Improvement Process, Predictive Modeling, Statistical Methods, Process Capability, Quality Management, Statistical Analysis, Quality Monitoring, Quality Assessment, Statistical Modeling

    5 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of California, Santa Cruz

    AI, Empathy & Ethics

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Artificial Neural Networks, Ethical Standards And Conduct, Machine Learning Methods, Network Model, Deep Learning, Machine Learning, Generative Model Architectures, Empathy & Emotional Intelligence, Law, Regulation, and Compliance, Policy Development

    4.6 stars, 498 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Introduction to Ethereum Blockchain

    Skills you'll gain: Blockchain, Web Development Tools, Development Environment, Frontend Integration, Software Development Tools, Program Development, Integrated Development Environments, Application Deployment, Transaction Processing, Application Design, Front-End Web Development, Event-Driven Programming, Development Testing, Javascript, Network Architecture

    5 stars, 50 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (50) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Immersify

    Interactive 3D Anatomy & Physiology: A Gamified Experience

    Skills you'll gain: Respiration, Human Musculoskeletal System, Cardiology, Blood Pressure, Respiratory Care, Respiratory Therapy, Pulmonology, Capillary, Hemodynamics, Clinical Practices, Cell Biology, Physiology, Anatomy, Endocrinology, Diagnostic Tests, Patient Evaluation, Nephrology, Orthopedics, Cardiac Dysrhythmia, Interactive Learning

    4.5 stars, 78 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (78) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Digital Health

    Skills you'll gain: Health Technology, Data Presentation, Data Visualization Software, Telehealth, Agile Methodology, Interactive Data Visualization, Health Disparities, Health Informatics, Health Care Procedure and Regulation, Health Systems, Electronic Medical Record System, Electronic Medical Record, Health Equity, Interoperability, Public Health, Digital Analysis, Tableau Software, Data Ethics, User Centered Design, Digital Transformation

    4.6 stars, 368 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (368) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Saïd Business School, University of Oxford

    AI Fundamentals in Financial Services

    Skills you'll gain: Machine Learning Methods, Financial Services, Artificial Intelligence, Responsible AI, FinTech, Financial Data, Banking Services, Decision Intelligence, Financial Regulation, Banking, Fraud detection, Machine Learning, Data Ethics, Natural Language Processing, AI Personalization, Deep Learning, Credit Risk, Case Studies, Algorithms, Data Management

    4.7 stars, 91 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    HRM Strategies: Analyze, Evaluate & Design

    Skills you'll gain: Human Resources Management and Planning, Human Capital, Human Resource Strategy, Human Resources, Talent Management, Workforce Planning, Workforce Development, Talent Acquisition, Case Studies, Human Resource Policies, Business Strategies, Organizational Strategy, Operational Analysis, Business Strategy, Strategic Thinking, Competitive Analysis, Analysis

    5 stars, 18 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (18) · 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

  • AI for Cybersecurity: Johns Hopkins University
  • Grow as a Manager: Google
  • Digital Marketing & Social Media Ads: EDUCBA
  • Microsoft Azure Security Engineer Associate (AZ-500): Microsoft
  • Operations Research (3): Theory: National Taiwan University
  • Six Sigma Black Belt: Analyze, Improve & Control: EDUCBA
  • AI, Empathy & Ethics: University of California, Santa Cruz
  • Introduction to Ethereum Blockchain: EDUCBA
  • Interactive 3D Anatomy & Physiology: A Gamified Experience: Immersify
  • Digital Health: Imperial College London

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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