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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
      T

      Technion - Israel Institute of Technology

      From Idea to Startup

      Skills you'll gain: Business Planning, Value Propositions, Entrepreneurship, Ideation, Business Strategy, New Product Development, Product Strategy, Risk Management, Innovation, Communication, Feasibility Studies, Verification And Validation, Interviewing Skills

      4.8
      Rating, 4.8 out of 5 stars
      ·
      777 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Clustering Analysis

      Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      10 reviews

      Intermediate · Course · 1 - 3 Months

    • T

      The State University of New York

      Exploring Emerging Technologies for Lifelong Learning and Success

      Skills you'll gain: Lifelong Learning, Growth Mindedness, Willingness To Learn, Personal Development, Critical Thinking, Emerging Technologies, Professional Development, Data Ethics, Learning Management Systems, Safety and Security, Computer Security Awareness Training, Technology Solutions, Creativity, Digital Communications, Web Content Accessibility Guidelines, Collaboration, Communication

      4.3
      Rating, 4.3 out of 5 stars
      ·
      441 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      I

      Illinois Tech

      Data Analytics and Deep Learning

      Skills you'll gain: NoSQL, Machine Learning Algorithms, Big Data, Apache Hadoop, Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Data Presentation, Generative AI, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML)

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      26 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Preparation for Job Interviews

      Skills you'll gain: Interviewing Skills, Recruitment, Talent Recruitment, Job Analysis, Oral Expression

      4.4
      Rating, 4.4 out of 5 stars
      ·
      838 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Science and Technology of China

      职场修炼:学习、创新、协作与自我实现

      Skills you'll gain: Brainstorming, Creative Thinking, Creative Problem-Solving, Problem Solving, Innovation, Adult Education, Lifelong Learning, Productivity, Workflow Management, Resourcefulness, Collaboration, Quick Learning, Learning Strategies, Open Mindset, Operational Efficiency, Adaptability, Teamwork, Personal Development, Willingness To Learn, Self-Awareness

      4.3
      Rating, 4.3 out of 5 stars
      ·
      129 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Nearest Neighbor Collaborative Filtering

      Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Data Mining, Algorithms

      4.3
      Rating, 4.3 out of 5 stars
      ·
      307 reviews

      Mixed · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Mastering Data Analysis with Pandas

      Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, NumPy

      4.6
      Rating, 4.6 out of 5 stars
      ·
      165 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI Engineering and Fine-Tuning Transformers

      Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Deep Learning, Natural Language Processing, Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      60 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      ChatGPT & Zapier: Agentic AI for Everyone

      Skills you'll gain: Generative AI Agents, Agentic systems, Generative AI, Prompt Engineering, ChatGPT, AI Personalization, Expense Management, OpenAI, Expense Reports, Workflow Management, Google Workspace, Business Process Automation, Artificial Intelligence, Google Sheets, Automation, Travel Arrangements, Application Programming Interface (API), Natural Language Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      72 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Project Network

      Building Candlestick Charts with Google Sheets

      Skills you'll gain: Technical Analysis, Google Sheets, Market Data, Data Visualization, Trend Analysis, Web Scraping, Data Visualization Software

      4.3
      Rating, 4.3 out of 5 stars
      ·
      291 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      MLOps Platforms: Amazon SageMaker and Azure ML

      Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Microsoft Azure, Exploratory Data Analysis, Data Pipelines, Amazon Web Services, Feature Engineering, Cloud Solutions, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Predictive Modeling, Serverless Computing, Machine Learning, Machine Learning Algorithms, Containerization

      3.6
      Rating, 3.6 out of 5 stars
      ·
      48 reviews

      Advanced · Course · 1 - 3 Months

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

    • From Idea to Startup: Technion - Israel Institute of Technology
    • Clustering Analysis: University of Colorado Boulder
    • Exploring Emerging Technologies for Lifelong Learning and Success: The State University of New York
    • Data Analytics and Deep Learning: Illinois Tech
    • Preparation for Job Interviews: Coursera Project Network
    • 职场修炼:学习、创新、协作与自我实现: University of Science and Technology of China
    • Nearest Neighbor Collaborative Filtering: University of Minnesota
    • Mastering Data Analysis with Pandas: Coursera Project Network
    • Generative AI Engineering and Fine-Tuning Transformers: IBM
    • ChatGPT & Zapier: Agentic AI for Everyone: Vanderbilt University

    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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