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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


  • 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

    Economics and Finance Fundamentals

    Skills you'll gain: Economics, International Finance, Market Dynamics, Supply And Demand, Business Economics, Economics, Policy, and Social Studies, Financial Policy, Consumer Behaviour, General Finance, International Relations, Financial Trading, Game Theory, Financial Systems, Tax, Market Analysis, Economic Development, Competitive Analysis, Bidding, Finance, Fiscal Management

    5 stars, 10 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (10) · Beginner · Specialization · 3 - 6 Months

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

    Microsoft

    Natural Language Processing in Microsoft Azure

    Skills you'll gain: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Unstructured Data, Analytics, Applied Machine Learning, Application Development

    4.7 stars, 128 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    Universitat Autònoma de Barcelona

    Sport Sponsorship. Let them Play

    Skills you'll gain: Peer Review, Event Marketing, Internal Communications, Brand Management, Branding, Promotional Strategies, Business Development, Brand Strategy, Proposal Development, Event Planning, Campaign Planning, Case Studies, Stakeholder Engagement, Driving engagement, Strategic Partnership, Stakeholder Management, Stakeholder Analysis, Stakeholder Communications, Employee Engagement

    4.4 stars, 286 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • P

    Politecnico di Milano

    Artificial Intelligence: An Overview

    Skills you'll gain: Artificial Intelligence, AI literacy, Artificial Neural Networks, Computer Vision, Machine Learning, Natural Language Processing, Deep Learning, Robotics, Computer Hardware

    4.5 stars, 209 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (209) · Beginner · Course · 1 - 3 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
  • G

    Google Cloud

    Innovating with Google Cloud Artificial Intelligence

    Skills you'll gain: Responsible AI, Agentic Workflows, Google Cloud Platform, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Artificial Intelligence, Digital Transformation, Generative AI, Business Transformation, Cloud Solutions, AI literacy, Machine Learning, Analytics, Cloud Infrastructure, Data Processing, Applied Machine Learning, Data Ethics, Model Training, Managed Services

    4.8 stars, 117 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • 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
  • U

    University of Colorado System

    Cybersecurity for Business

    Skills you'll gain: Intrusion Detection and Prevention, Threat Detection, Open Web Application Security Project (OWASP), Incident Response, Penetration Testing, Risk Analysis, Computer Security Incident Management, Metasploit, Distributed Denial-Of-Service (DDoS) Attacks, Cybersecurity, Data Security, Authentications, Security Testing, Cloud Security, Security Strategy, Threat Management, Endpoint Detection and Response, Incident Management, Risk Management, Cyber Attacks

    4.7 stars, 1.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (1.9K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Design and Assemble an IC Engine Using SolidWorks

    Skills you'll gain: SolidWorks (CAD), 3D Modeling, Assembly Drawing, Engineering Design Process, Mechanical Design, Computer-Aided Design, Mechanical Engineering, Torque (Physics), Verification And Validation, Functional Testing

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

    ★ 5 (17) · 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
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In summary, here are 10 of our most popular unsupervised learning courses

  • Grow as a Manager: Google
  • Economics and Finance Fundamentals: EDUCBA
  • Natural Language Processing in Microsoft Azure: Microsoft
  • Sport Sponsorship. Let them Play: Universitat Autònoma de Barcelona
  • Artificial Intelligence: An Overview: Politecnico di Milano
  • Operations Research (3): Theory: National Taiwan University
  • Innovating with Google Cloud Artificial Intelligence: Google Cloud
  • AI, Empathy & Ethics: University of California, Santa Cruz
  • Cybersecurity for Business: University of Colorado System
  • Design and Assemble an IC Engine Using SolidWorks: 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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