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.
64credentials
14online degrees
194courses

Explore the Unsupervised Learning Course Catalog

  • University of Colorado Boulder

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

  • 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

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Revenue Management, Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Plot (Graphics), Data Visualization, Bayesian Statistics, Digital Transformation, Cloud Security, Risk Analysis

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Revenue Management, Database Design, Customer Analysis, Descriptive Analytics, FinTech, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Social Determinants Of Health, Gerontology, Plot (Graphics), Data Visualization, Bayesian Statistics, Digital Transformation, Unsupervised Learning, Cloud Security, Risk Analysis, Assertiveness, Data Mining

  • Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Computer Vision, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Predictive Modeling, Project Management Life Cycle, Time Series Analysis and Forecasting, Marketing Analytics, MLOps (Machine Learning Operations), Simulations, Descriptive Analytics, Matplotlib, Exploratory Data Analysis, Verification And Validation, Natural Language Processing

  • Universidad de los Andes

    Skills you'll gain: Supervised Learning, LangChain, User Story, Unsupervised Learning, Cloud-Native Computing, Agile Software Development, Process Analysis, Continuous Deployment, Software Testing, Project Controls, Deep Learning, Design Thinking, Infrastructure As A Service (IaaS), API Design, Descriptive Analytics, Internet Of Things, Software Architecture, Security Requirements Analysis, Angular, Video Game Development

  • Universidad de los Andes

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, LangChain, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Computer Vision, Reinforcement Learning, Natural Language Processing, Project Controls, Deep Learning, Biomedical Engineering, MLOps (Machine Learning Operations), Artificial Intelligence, Data Ethics, Game Theory, Linear Algebra, Machine Learning Methods, Responsible AI

  • University of Pittsburgh

    Skills you'll gain: LLM Application, Tool Calling, Database Systems, Data Visualization, Database Design, Apache Spark, Predictive Modeling, Large Language Modeling, Database Management, Unsupervised Learning, Data Ethics, Bayesian Statistics, Data Visualization Software, Cloud Computing, Linear Algebra, Data Governance, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Data Analysis

  • 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

  • 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

  • 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

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Unsupervised Learning, Plot (Graphics), Data Visualization, Exploratory Data Analysis, Supervised Learning, Data Cleansing, Descriptive Analytics, Dimensionality Reduction, Predictive Modeling, Data Science, Data Analysis, Pandas (Python Package), Visualization (Computer Graphics), Matplotlib, Database Management, Machine Learning Algorithms, Data Integration, Data Visualization Software, Statistical Machine Learning, Data Presentation