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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: Job Ready
    Job Ready
    D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Digital Signal Processing, Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Embedded Systems, Machine Learning Methods, Embedded Software, Distributed Computing, Image Analysis, Deep Learning, Statistical Machine Learning, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Software Design Documents, Hardware Design, Engineering, Scientific, and Technical Instruments, Text Mining, Electrical Engineering, Student Services, Student Support and Services

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Job Ready
    Job Ready
    G

    Georgetown University

    Bachelor of Arts in Liberal Studies

    Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Surveys, Business Strategy, Competitive Intelligence, Design Thinking, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, Leadership Studies, International Relations, Supplier Risk Management

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Industrial Internet of Things Graduate Certificate

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Machine Learning Methods, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, UI/UX Strategy, Control Systems, Embedded Software, Internet Of Things, Machine Controls, User Interface (UI), Engineering, Scientific, and Technical Instruments, Embedded Systems

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    University of London

    Graduate Certificate in Computer Science

    Skills you'll gain: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Preview
    Preview
    C

    Coursera

    Tax Consulting Deliverables for Early Career Analysts

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Reproducible Training Data and ML-Ready Data Pipelines

    Intermediate · Course

  • Status: Job Ready
    Job Ready
    N

    Northeastern University

    Master of Science in Engineering Management

    Skills you'll gain: Data Storytelling, Software Quality Assurance, Object Oriented Design, Process Mapping, Generative AI, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Test Automation, Data Governance, Unsupervised Learning, Integration Testing, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, User Experience Design, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    Graduate Diploma in Computer Science

    Skills you'll gain: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Governance and Purview

    Intermediate · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Semantic Web, Supervised Learning, Unsupervised Learning, LLM Application, Real-Time Operating Systems, Cloud-Native Computing, Reinforcement Learning, Natural Language Processing, Data Storytelling, Classification Algorithms, Stakeholder Management, Biomedical Engineering, Engineering Management, Site Reliability Engineering, Systems Thinking, LangGraph, Deep Learning, Artificial Intelligence, Vision Transformer (ViT), Marketing Analytics

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Marketing Analytics, Statistical Machine Learning, Predictive Analytics, Financial Data, Interactive Data Visualization, Data Preprocessing, Marketing Management, Marketing Operations, Transfer Learning, Analytics, Financial Statement Analysis, Data Cleansing, Random Forest Algorithm, Operations Research, Model Optimization

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: Test Automation, User Story, GitHub, Software Testing, Version Control, Software Architecture, Test Driven Development (TDD), Test Script Development, Maintainability, Git (Version Control System), Software Design Patterns, JavaScript Frameworks, Usability, Cucumber (Software), Agile Methodology, Application Frameworks, Unit Testing, Web Content Accessibility Guidelines, Software Design, Unified Modeling Language

    Credit offered

    Mastertrack · 6 - 12 Months

1…831832833…834

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

  • Master of Engineering in Computer Engineering: Dartmouth College
  • Bachelor of Arts in Liberal Studies: Georgetown University
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Graduate Certificate in Computer Science: University of London
  • Tax Consulting Deliverables for Early Career Analysts: Coursera
  • Reproducible Training Data and ML-Ready Data Pipelines: IBM
  • Master of Science in Engineering Management: Northeastern University
  • Graduate Diploma in Computer Science: University of London
  • Data Governance and Purview: Microsoft
  • Maestría en Inteligencia Artificial: Universidad de los Andes

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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