Unsupervised Learning

Unsupervised Learning is a type of machine learning that uses algorithms to analyze and cluster unlabeled data. Coursera's Unsupervised Learning catalogue teaches you how to implement this self-guided learning method to discover hidden patterns and correlations in raw, unclassified data. You'll learn about various unsupervised learning models including clustering, anomaly detection, neural networks, and dimensionality reduction. Gain knowledge about the different methods of data analysis, understand how to use clustering and association techniques, and master the art of interpreting and visualizing complex datasets. This skill will enable you to make predictions, enhance data privacy, and implement machine learning models more effectively.
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12online degrees
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Explore the Unsupervised Learning Course Catalog

  • Status: Preview

    Google Cloud

    Skills you'll gain: Generative AI, Generative Model Architectures, Google Cloud Platform, Image Analysis, Prompt Engineering, Unsupervised Learning, Physics

    Beginner · Course · 1 - 4 Weeks

  • University of Colorado Boulder

    Skills you'll gain: Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Statistical Modeling, Anomaly Detection, Probability, Statistical Inference, Statistical Hypothesis Testing, Service Level, Performance Testing, Dimensionality Reduction, Applied Machine Learning, Data Warehousing, Data Pipelines, Data Processing, Software Engineering, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Universidad de los Andes

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Reinforcement Learning, Marketing Analytics, Deep Learning, Computer Vision, Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, Strategic Decision-Making, MLOps (Machine Learning Operations), Financial Statement Analysis, Simulations, Exploratory Data Analysis, Dashboard, Statistical Analysis, Random Forest Algorithm, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Customer Analysis, Revenue Management, FinTech, Business Analytics, Data Mining, Unsupervised Learning, Spatial Data Analysis, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Social Determinants Of Health, Gerontology, Cloud Security, Data Ethics, Plot (Graphics), Governance, Matplotlib, Risk Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • Ball State University

    Skills you'll gain: Data Ethics, Machine Learning Algorithms, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Database Systems, Database Management Systems, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Statistical Software, R Programming, Artificial Intelligence, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

  • Universidad de los Andes

    Skills you'll gain: Real-Time Operating Systems, LLM Application, Supervised Learning, Semantic Web, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Reinforcement Learning, Stakeholder Management, Computer Vision, MLOps (Machine Learning Operations), Biomedical Engineering, Natural Language Processing, Artificial Intelligence, Deep Learning, Data Ethics, Game Theory, Probability & Statistics, Machine Learning Methods, Responsible AI

    Earn a degree

    Degree · 1 - 4 Years

  • University of London

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

    Earn a degree

    Degree · 1 - 4 Years

  • Universidad de los Andes

    Skills you'll gain: LLM Application, Supervised Learning, User Story, Unsupervised Learning, Project Closure, Cloud-Native Computing, Process Analysis, Continuous Deployment, Software Testing, Android Jetpack, Stakeholder Management, Dashboard, Design Thinking, Infrastructure As A Service (IaaS), Security Requirements Analysis, API Design, Internet Of Things, Angular, Deep Learning, Software Architecture

    Earn a degree

    Degree · 1 - 4 Years

  • University of London

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

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Predictive Analytics, Supervised Learning, Data Cleansing, Plot (Graphics), Matplotlib, Regression Analysis, Unsupervised Learning, Dimensionality Reduction, Statistical Machine Learning, Descriptive Analytics, Predictive Modeling, Visualization (Computer Graphics), Data Analysis, Applied Machine Learning, Exploratory Data Analysis, Data Science, Pandas (Python Package), Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Visualization Software

    Credit offered

    Mastertrack · 6 - 12 Months

  • University of London

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

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Northeastern University

    Skills you'll gain: Data Storytelling, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Operations Research, Supervised Learning, NoSQL, Exploratory Data Analysis, Extract, Transform, Load, Database Management, Database Management Systems, Database Systems, Time Series Analysis and Forecasting, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years