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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


  • Status: Preview
    Preview
    K

    Kennesaw State University

    Cybersecurity and Its Ten Domains

    Skills you'll gain: Cybersecurity, IT Security Architecture, Cryptography, Disaster Recovery, Business Continuity, Application Security, OSI Models, Encryption, Information Systems Security, Governance Risk Management and Compliance, Secure Coding, Network Security, Infrastructure Security, Authorization (Computing), Security Engineering, Computer Security, Threat Modeling, Security Controls, Software Development, Identity and Access Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    R

    Rice University

    Medical Terminology I

    Skills you'll gain: Medical Terminology, Human Musculoskeletal System, Orthopedics, Medical Records, Electronic Medical Record System, Urology, Anatomy, Physiology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    764 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Agentic AI and AI Agents: A Primer for Leaders

    Skills you'll gain: Generative AI Agents, Agentic Workflows, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, AI Personalization, Prompt Engineering, Tool Calling, Emerging Technologies, Responsible AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Extended Reality for Everybody

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Augmented Reality, Storyboarding, Virtual Reality, Unreal Engine, Usability Testing, Design Thinking, 3D Assets, Prototyping, Unity Engine, User Experience Design, Interaction Design, Conceptual Design, Human Centered Design, Design, User Research, Application Development, Web Content Accessibility Guidelines, Emerging Technologies, Virtual Environment

    4.7
    Rating, 4.7 out of 5 stars
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    588 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Data Pipelines, Classification Algorithms, Model Evaluation, Data Warehousing, Data Preprocessing, Unsupervised Learning, Data Modeling, Big Data, Data Analysis, Anomaly Detection, Supervised Learning, Data Science, Data Transformation, Decision Tree Learning, Data Quality, Text Mining, Machine Learning Algorithms, Analytical Skills, Unstructured Data

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    170 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Stanford University

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Responsible AI, Healthcare Ethics, Data Ethics, Model Evaluation, Healthcare Industry Knowledge, Model Deployment, Health Systems, AI Security, Health Care Procedure and Regulation, Regulatory Compliance, Artificial Intelligence, Health Technology, AI Enablement, Clinical Assessment, Health Informatics, Health Equity, Health Disparities, Continuous Monitoring

    4.5
    Rating, 4.5 out of 5 stars
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    328 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The Hong Kong University of Science and Technology

    Matrix Algebra for Engineers

    Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, General Mathematics, Advanced Mathematics, Applied Mathematics, Geometry, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    4.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    T

    The University of Tokyo

    Studying at Japanese Universities

    Skills you'll gain: Higher Education, Cultural Sensitivity, Intercultural Competence, Cultural Diversity, Language Learning, Research

    4.8
    Rating, 4.8 out of 5 stars
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    452 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Toronto

    Learn to Program: Crafting Quality Code

    Skills you'll gain: Data Structures, Test Automation, Object Oriented Programming (OOP), Unit Testing, Python Programming, Program Development, Algorithms, Test Case, Software Testing, Debugging, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    730 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Feature Engineering

    Skills you'll gain: Feature Engineering, Data Preprocessing, Data Processing, Tensorflow, Data Transformation, Data Pipelines, Model Evaluation, Keras (Neural Network Library), Google Cloud Platform, Machine Learning, Exploratory Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.8K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Applying Data Analytics in Marketing

    Skills you'll gain: Marketing Analytics, A/B Testing, Customer Analysis, Regression Analysis, Advanced Analytics, Marketing Strategies, Analytics, Marketing, Customer Insights, Predictive Modeling, Data Analysis, Statistical Analysis, Predictive Analytics, Data-Driven Decision-Making, Consumer Behaviour, Social Network Analysis, Marketing Strategy and Techniques, Digital Marketing, Machine Learning, Generative AI

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    191 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

Searches related to unsupervised learning

supervised learning
unsupervised learning, recommenders, reinforcement learning
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unsupervised machine learning
supervised machine learning: regression and classification
supervised and unsupervised learning
supervised machine learning: regression
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1…155156157…545

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

  • Cybersecurity and Its Ten Domains: Kennesaw State University
  • Medical Terminology I: Rice University
  • Agentic AI and AI Agents: A Primer for Leaders: Vanderbilt University
  • Extended Reality for Everybody: University of Michigan
  • Data Mining Foundations and Practice: University of Colorado Boulder
  • Evaluations of AI Applications in Healthcare: Stanford University
  • Matrix Algebra for Engineers: The Hong Kong University of Science and Technology
  • Studying at Japanese Universities: The University of Tokyo
  • Learn to Program: Crafting Quality Code: University of Toronto
  • Feature Engineering: Google Cloud

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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