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Unsupervised Learning Courses Online

Study unsupervised learning for machine learning. Learn about clustering, dimensionality reduction, and anomaly detection techniques.

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Explore the Unsupervised Learning Course Catalog

  • Status: Free Trial
    Free Trial
    T

    The Museum of Modern Art

    Art & Activity: Interactive Strategies for Engaging with Art

    Skills you'll gain: Design Thinking, Creative Thinking, Learning Styles, Learning Strategies, Empathy, Self-Awareness, Analytical Skills, Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Nanyang Technological University, Singapore

    Motivating Gen Z Learners: What Parents and Teachers Need to Know

    Skills you'll gain: Growth Mindedness, Motivational Skills, Learning Strategies, Interactive Learning, Student Engagement, Self-Motivation, Learning Theory, Needs Assessment, Instructional Strategies, Learning Styles, Behavior Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    347 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Master of Science in Electrical and Computer Engineering

    Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, SQL, New Product Development, Model Based Systems Engineering, Unsupervised Learning, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Delegation Skills, Sampling (Statistics), Supplier Management, Accountability, Data Ethics, Data Mining, Sustainability Reporting, Statistical Modeling, Database Design, Goal Setting

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, SQL, New Product Development, Model Based Systems Engineering, Unsupervised Learning, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Delegation Skills, Sampling (Statistics), Supplier Management, Accountability, Data Ethics, Data Mining, Sustainability Reporting, Statistical Modeling, Database Design, Goal Setting

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Cluster Analysis in Data Mining

    Skills you'll gain: Unsupervised Learning, Data Mining, Data Validation, Machine Learning Algorithms, Machine Learning Methods, Statistical Methods, Exploratory Data Analysis, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    408 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera Project Network

    Linear Regression with Python

    Skills you'll gain: Regression Analysis, NumPy, Applied Machine Learning, Supervised Learning, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    432 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    S

    Scrimba

    Intro to Model Context Protocol (MCP)

    Skills you'll gain: Tool Calling, Real Time Data, Debugging, Artificial Intelligence and Machine Learning (AI/ML), API Gateway, Servers, Agentic systems, Artificial Intelligence, Middleware, LLM Application, Server Side, Generative AI, Network Protocols, Software Architecture

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera Instructor Network

    Generative AI for Sales

    Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Pipelines, AI Personalization, Sales Operations, Responsible AI, Lead Generation, Sales Development, Generative AI Agents, Competitive Analysis, Sales Management, Marketing Automation, Customer Relationship Management (CRM) Software, Account Management, Business Process Automation, Business Intelligence, Workflow Management, Market Analysis, Data-Driven Decision-Making, Forecasting

    4.1
    Rating, 4.1 out of 5 stars
    ·
    28 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    I

    IE Business School

    Beyond the Obvious: How to Think in the Age of Generative AI

    Skills you'll gain: Critical Thinking, Logical Reasoning, Analytical Skills, Decision Making, Research, Generative AI, Systems Thinking, Cognitive flexibility, Open Mindset, Data Analysis, Lifelong Learning

    Beginner · Course · 1 - 4 Weeks

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

    Packt

    Big Data Foundations with Hadoop and Spark

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Scala Programming, Real Time Data, Apache Hive, Command-Line Interface, Distributed Computing, Data Processing, Big Data, Apache, Apache Cassandra, Applied Machine Learning, Data Pipelines, Java, Databases, MongoDB, IntelliJ IDEA, NoSQL, Application Deployment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Starweaver

    GenAI Model Development and Production Engineering

    Skills you'll gain: Generative AI, Kubernetes, Containerization, Docker (Software), Cloud Infrastructure, Scalability, Prompt Engineering, MLOps (Machine Learning Operations), Large Language Modeling, Infrastructure Architecture, Performance Tuning, Application Deployment, Site Reliability Engineering, Enterprise Architecture, Continuous Deployment, Continuous Monitoring, Technology Strategies, Process Optimization, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Meta iOS Developer

    Skills you'll gain: React Native, iOS Development, Core Data (Software), Restful API, Version Control, Apple iOS, UI/UX Research, Usability Testing, Apple Xcode, Data Structures, Swift Programming, Jest (JavaScript Testing Framework), User Interface (UI), Unix Commands, Git (Version Control System), Persona (User Experience), GitHub, Interaction Design, Mobile Development, Javascript

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8.4K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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

  • Art & Activity: Interactive Strategies for Engaging with Art: The Museum of Modern Art
  • Motivating Gen Z Learners: What Parents and Teachers Need to Know: Nanyang Technological University, Singapore
  • Master of Science in Electrical and Computer Engineering: University of Colorado Boulder
  • Master of Science in Computer Science: University of Colorado Boulder
  • Cluster Analysis in Data Mining: University of Illinois Urbana-Champaign
  • Linear Regression with Python: Coursera Project Network
  • Intro to Model Context Protocol (MCP): Scrimba
  • Generative AI for Sales: Coursera Instructor Network
  • Beyond the Obvious: How to Think in the Age of Generative AI: IE Business School
  • Big Data Foundations with Hadoop and Spark: Packt

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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