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    • Unsupervised Learning

    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
      R

      Rutgers the State University of New Jersey

      Supply Chain Management

      Skills you'll gain: Strategic Sourcing, Lean Six Sigma, Lean Manufacturing, Demand Planning, Procurement, Supplier Relationship Management, Forecasting, Supply Chain Planning, Lean Methodologies, Process Improvement, Supplier Management, Operations Management, Customer Demand Planning, Purchasing, Production Process, Supply Chain, Warehouse Management, Inventory and Warehousing, Inventory Management System, Logistics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      15K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Modeling and Predicting Climate Anomalies

      Skills you'll gain: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Energy and Utilities, Data Visualization, Pandas (Python Package), Scikit Learn (Machine Learning Library), Supervised Learning, Climate Change Mitigation, Environment, Public Policies

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Python 3 Programming

      Skills you'll gain: Unified Modeling Language, JSON, Object Oriented Programming (OOP), Software Design, Debugging, Object Oriented Design, Data Processing, Web Scraping, Unit Testing, Programming Principles, Python Programming, Data Import/Export, Restful API, Image Analysis, Data Manipulation, Jupyter, Computer Programming, Data Structures, Software Engineering, File Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      23K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Data Mining Foundations and Practice

      Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Supervised Learning, Data Pipelines, Data Modeling, Big Data, Data Science, Machine Learning Algorithms, Data Cleansing, Exploratory Data Analysis, Classification And Regression Tree (CART), Analysis, Statistical Analysis, Machine Learning, Data Transformation, Analytical Skills, Data Analysis, Applied Machine Learning

      Build toward a degree

      4.1
      Rating, 4.1 out of 5 stars
      ·
      159 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI and LLMs: Architecture and Data Preparation

      Skills you'll gain: Large Language Modeling, Generative AI, Data Pipelines, PyTorch (Machine Learning Library), Natural Language Processing, Text Mining, Prompt Engineering, Artificial Intelligence, Deep Learning, Data Processing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      303 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      S

      Stanford University

      Introduction to Mathematical Thinking

      Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Deductive Reasoning, Logical Reasoning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      M

      Macquarie University

      Cyber Security: Essentials for Forensics

      Skills you'll gain:

      4.5
      Rating, 4.5 out of 5 stars
      ·
      10 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      T

      The Museum of Modern Art

      Teaching with Art: Using Inquiry, Activities, and Themes

      Skills you'll gain: Design Thinking, Art History, Liberal Arts, Lesson Planning, Literacy, Creative Thinking, Aesthetics, Learning Styles, Teaching, Learning Strategies, Social Studies, Empathy, Emotional Intelligence, Creativity, Instructional Strategies, Student Engagement, Curriculum Planning, Self-Awareness, Research, Curriculum Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2K reviews

      Intermediate · Specialization · 3 - 6 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: Free Trial
      Free Trial
      M

      Meta

      Meta Android Developer

      Skills you'll gain: React Native, Android Studio, Restful API, Version Control, UI/UX Research, Usability Testing, Git (Version Control System), Data Structures, Jest (JavaScript Testing Framework), Unix Commands, Android Jetpack, Android Development, Persona (User Experience), GitHub, Interaction Design, Kotlin, User Experience Design, User Interface and User Experience (UI/UX) Design, Mobile Development, Javascript

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      8.9K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Java Developer

      Skills you'll gain: Prompt Engineering, Cloud-Native Computing, Software Development Life Cycle, Software Architecture, Hibernate (Java), Database Design, Responsive Web Design, Docker (Software), Containerization, Git (Version Control System), GitHub, Object Oriented Programming (OOP), Microservices, CI/CD, Restful API, Java Programming, Engineering Software, Version Control, Database Management, Software Design

      4.6
      Rating, 4.6 out of 5 stars
      ·
      6.4K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: New
      New
      Status: Preview
      Preview
      A

      Ashoka University

      Personality in Action: Science to Shape Your Life

      Skills you'll gain: Goal Setting, Lifelong Learning, Resilience, Behavioral Economics, Emotional Intelligence, Cognitive flexibility

      Beginner · Course · 1 - 3 Months

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

    • Supply Chain Management: Rutgers the State University of New Jersey
    • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
    • Python 3 Programming: University of Michigan
    • Data Mining Foundations and Practice: University of Colorado Boulder
    • Generative AI and LLMs: Architecture and Data Preparation: IBM
    • Introduction to Mathematical Thinking: Stanford University
    • Cyber Security: Essentials for Forensics: Macquarie University
    • Teaching with Art: Using Inquiry, Activities, and Themes: The Museum of Modern Art
    • Beyond the Obvious: How to Think in the Age of Generative AI: IE Business School
    • Meta Android Developer: Meta

    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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