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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: Free Trial
    Free Trial
    C

    Columbia University

    First Principles of Computer Vision

    Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components

    4.7
    Rating, 4.7 out of 5 stars
    ·
    243 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    L

    LearnQuest

    Cloud Computing Basics (Cloud 101)

    Skills you'll gain: Cloud Hosting, Cloud Computing, Cloud Platforms, Cloud Services, Cloud Deployment, Cloud Technologies, Cloud Infrastructure, Public Cloud, Infrastructure As A Service (IaaS), Managed Services, Serverless Computing, Virtual Machines, Hybrid Cloud Computing, Software As A Service, Microsoft Azure, Platform As A Service (PaaS), Servers, Emerging Technologies, Containerization

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6.6K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
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    U

    UNESCO

    Global MOOC on the Ethics of AI

    Skills you'll gain: Data Ethics, Risking, Human Centered Design, Interaction Design, Data Governance, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, AI literacy, General Data Protection Regulation (GDPR), Governance, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Governance Risk Management and Compliance, Environmental Social And Corporate Governance (ESG), Regulation and Legal Compliance, Sustainability Reporting, Generative AI, Generative AI Agents, Machine Learning Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    45 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    E

    EDUCBA

    Introduction to CATIA V5

    Skills you'll gain: Technical Drawing, Engineering Drawings, Mechanical Drawings, Computer Aided Three-Dimensional Interactive Application (CATIA), Assembly Drawing, 3D Modeling, Mechanical Design, Drafting and Engineering Design, Computer-Aided Design, Visualization (Computer Graphics), Design Software, File Management, Engineering Design Process, Interoperability, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    284 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    AI-900 MS Azure AI Fundamentals

    Skills you'll gain: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, AI literacy, AI Security, Applied Machine Learning, AI Workflows, Model Deployment, Machine Learning, Analytics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Hands-on Introduction to Linux Commands and Shell Scripting

    Skills you'll gain: Linux Commands, Bash (Scripting Language), Shell Script, File Management, Unix Shell, Linux, File Systems, Unix Commands, Linux Servers, Scripting, Command-Line Interface, Linux Administration, Scripting Languages, Unix, File I/O, grep, Operating Systems, Package and Software Management, Network Protocols, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.8K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Human Lifespan Development

    Skills you'll gain: Childbirth, Human Development, Maternal Health, Child Health, Gerontology, Prenatal Care, Childhood Education and Development, Child Development, Human Learning, Developmental Disabilities, Psychology, Infant Care, Geriatrics, Formal Learning, Postpartum Care, Relationship Building, Higher Education, Learning Theory, Education and Training, Adult Education

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Preview
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    U

    Università di Napoli Federico II

    English for Financial Literacy B1+

    Skills you'll gain: English Language, Language Competency, Oral Comprehension, Budgeting, Oral Expression, Financial Planning, Finance, Vocabulary, Banking, Financial Acumen, General Finance, Investments, Grammar, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Statistical Analysis, Natural Language Processing, Data-Driven Decision-Making, Analytics, Data Analysis, Statistical Machine Learning, Statistical Methods, Unsupervised Learning, Probability & Statistics, Correlation Analysis, Applied Machine Learning, Probability Distribution, Classification Algorithms, Model Optimization, Generative Model Architectures

    4.5
    Rating, 4.5 out of 5 stars
    ·
    741 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    New York University

    Introduction to Cyber Security

    Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cryptographic Protocols, Public Key Cryptography Standards (PKCS), Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Data Encryption Standard, Threat Management, Cyber Risk, IT Security Architecture, Mobile Security, Enterprise Security, Cyber Security Assessment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    T

    Taipei Medical University

    AI in Healthcare: Opportunities & Challenges

    Skills you'll gain: Precision Medicine, Large Language Modeling, Health Informatics, Artificial Intelligence, Health Technology, Health Systems, Patient Safety, Machine Learning, Health Information Management, Augmented Reality, Deep Learning, Natural Language Processing, Internet Of Things, Big Data, Data Collection, Reinforcement Learning, Predictive Modeling, Data Analysis, Virtual Reality, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Individual Behavior, Groups, and Teams

    Skills you'll gain: Team Performance Management, Team Management, Teamwork, Team Building, People Management, Behavior Management, Team Leadership, Management Training And Development, Team Motivation, Staff Management, Collaboration, Behavioral Management, Cooperation, Conflict Management, Culture, Influencing, Industrial and Organizational Psychology, Employee Performance Management, Interpersonal Communications, Human Learning

    Beginner · Course · 1 - 4 Weeks

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

  • First Principles of Computer Vision: Columbia University
  • Cloud Computing Basics (Cloud 101): LearnQuest
  • Global MOOC on the Ethics of AI: UNESCO
  • Introduction to CATIA V5: EDUCBA
  • AI-900 MS Azure AI Fundamentals: EDUCBA
  • Hands-on Introduction to Linux Commands and Shell Scripting: IBM
  • Human Lifespan Development: Pearson
  • English for Financial Literacy B1+: Università di Napoli Federico II
  • Text Mining and Analytics: University of Illinois Urbana-Champaign
  • Introduction to Cyber Security: New York University

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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