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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190courses

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Explore the Unsupervised Learning Course Catalog

  • Status: Preview

    Northeastern University

    Skills you'll gain: Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Data Wrangling, Probability & Statistics, Unsupervised Learning, Data Science, Text Mining, Data Manipulation, Statistical Analysis, Data Structures, Data Cleansing, Programming Principles, Data Visualization Software, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview

    Google Cloud

    Skills you'll gain: Generative AI, Generative Model Architectures, Image Analysis, Unsupervised Learning, Machine Learning Methods

    Beginner · Course · 1 - 4 Weeks

  • Google Cloud

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

    Beginner · Course · 1 - 4 Weeks

  • 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

  • Status: New

    Clemson University

    Skills you'll gain: Data Ethics, Regression Analysis, Data Science, Keras (Neural Network Library), Dimensionality Reduction, Tensorflow, Matplotlib, Data Analysis, Data Wrangling, Statistical Analysis, Scikit Learn (Machine Learning Library), Deep Learning, Data Visualization, Statistical Modeling, Predictive Modeling, Unsupervised Learning, Supervised Learning, Python Programming, Machine Learning Algorithms, Transaction Processing

    Intermediate · Course · 1 - 3 Months

  • Status: Preview

    Johns Hopkins University

    Skills you'll gain: Exploratory Data Analysis, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Statistical Methods, Data Analysis, Unsupervised Learning, Spatial Data Analysis, Dimensionality Reduction, Graphical Tools, Color Theory, Analytics

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview

    Northeastern University

    Skills you'll gain: Data Mining, Exploratory Data Analysis, Dimensionality Reduction, Data Cleansing, Data Transformation, Text Mining, Data-Driven Decision-Making, Forecasting, Big Data, Feature Engineering, Unstructured Data, Data Analysis, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Statistical Analysis, Data Visualization Software, Unsupervised Learning, Machine Learning, Regression Analysis

    Intermediate · Course · 1 - 4 Weeks

  • University of Colorado Boulder

    Skills you'll gain: Data Mining, Unsupervised Learning, Supervised Learning, Probability, Deep Learning, Machine Learning Algorithms, Statistical Modeling, Anomaly Detection, Statistical Inference, Service Level, Performance Testing, Statistical Hypothesis Testing, Dimensionality Reduction, Applied Machine Learning, Data Warehousing, Software Engineering, Regression Analysis, Probability & Statistics, 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, Data Storytelling, Unsupervised Learning, Deep Learning, Reinforcement Learning, Financial Statement Analysis, Computer Vision, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Marketing Analytics, Bayesian Network, Pandas (Python Package), Descriptive Analytics, Exploratory Data Analysis, Analytics, Simulations, Data Management, Random Forest Algorithm

    Earn a degree

    Degree · 1 - 4 Years

  • University of London

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

    Earn a degree

    Degree · 1 - 4 Years

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Diagnostic Tests, Customer Analysis, Revenue Management, Descriptive Analytics, People Analytics, FinTech, NoSQL, Social Network Analysis, Time Series Analysis and Forecasting, Public Key Infrastructure, Predictive Analytics, Statistical Reporting, Social Determinants Of Health, Gerontology, Digital Transformation, Bayesian Statistics, Risk Analysis, Deep Learning, Exploratory Data Analysis, Unsupervised Learning

    Earn a degree

    Degree · 1 - 4 Years

  • University of London

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

    Credit offered

    Graduate Certificate · 6 - 12 Months

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