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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: Preview
      Preview
      U

      University of London

      Teaching EFL/ESL Reading: A Task Based Approach

      Skills you'll gain: Literacy, English Language, Language Learning, Vocabulary, Grammar, Student-Centred Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      647 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      E

      Edureka

      Generative AI Coding Assistants for Developers

      Skills you'll gain: Responsible AI, Code Review, Software Development Tools, Software Documentation, Collaborative Software, DevOps, Generative AI Agents, Maintainability, Integrated Development Environments, CI/CD, Secure Coding, Generative AI, Test Automation, Application Security, Software Development, GitHub, Software Architecture, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      The Museum of Modern Art

      Modern Art & Ideas

      Skills you'll gain: Art History, Liberal Arts, Aesthetics, Creativity, Cultural Diversity, Social Justice, Storytelling, Design, Design Elements And Principles, Content Creation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.7K reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Logistic Regression with NumPy and Python

      Skills you'll gain: Matplotlib, Data Visualization, Seaborn, Exploratory Data Analysis, NumPy, Data Analysis, Jupyter, Data Science, Machine Learning, Python Programming, Supervised Learning, Algorithms

      4.5
      Rating, 4.5 out of 5 stars
      ·
      394 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Build Better Generative Adversarial Networks (GANs)

      Skills you'll gain: Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Responsible AI, Data Ethics, Deep Learning, Machine Learning, Image Quality, Image Analysis, Artificial Neural Networks, Performance Testing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      682 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Pittsburgh

      Statistics and Calculus Methods for Data Analysis

      Skills you'll gain: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms

      Build toward a degree

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      M

      Macquarie University

      Cyber Security: DevOps

      Skills you'll gain:

      4.3
      Rating, 4.3 out of 5 stars
      ·
      6 reviews

      Beginner · Specialization · 3 - 6 Months

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

      Coursera Instructor Network

      Building GenAI Applications and Agents

      Skills you'll gain: LangChain, Prompt Engineering, Large Language Modeling, Generative AI Agents, LLM Application, Tool Calling, ChatGPT, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Agentic systems, Application Programming Interface (API), OpenAI, Google Gemini, Automation, Generative AI, Application Development, Development Environment, Prompt Engineering Tools, Python Programming

      4
      Rating, 4 out of 5 stars
      ·
      75 reviews

      Intermediate · Specialization · 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: 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

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Workflow: Enterprise Model Deployment

      Skills you'll gain: Apache Spark, Data Pipelines, MLOps (Machine Learning Operations), PySpark, Application Deployment, IBM Cloud, Machine Learning, Containerization, Data Science, Python Programming, Performance Tuning, Scalability

      4.3
      Rating, 4.3 out of 5 stars
      ·
      58 reviews

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      S

      Starweaver

      AI Innovations with Open Tools in Healthcare Processes

      Skills you'll gain: General Data Protection Regulation (GDPR), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Open Source Technology, Patient Communication, Data Ethics, Responsible AI, Clinical Informatics, Healthcare Ethics, Decision Support Systems, Health Care Procedure and Regulation, ChatGPT, Health Informatics, Healthcare Industry Knowledge, Artificial Intelligence, Health Technology, AI Personalization, Applied Machine Learning, Medical Imaging, Automation, Medical Coding

      Intermediate · Course · 1 - 3 Months

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

    • Teaching EFL/ESL Reading: A Task Based Approach: University of London
    • Generative AI Coding Assistants for Developers: Edureka
    • Modern Art & Ideas: The Museum of Modern Art
    • Logistic Regression with NumPy and Python: Coursera Project Network
    • Build Better Generative Adversarial Networks (GANs): DeepLearning.AI
    • Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
    • Cyber Security: DevOps: Macquarie University
    • Building GenAI Applications and Agents: Coursera Instructor Network
    • Cyber Security: Essentials for Forensics: Macquarie University
    • Motivating Gen Z Learners: What Parents and Teachers Need to Know: Nanyang Technological University, Singapore

    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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