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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
      Free
      U

      University of Michigan

      ChatGPT Teach-Out

      Skills you'll gain: ChatGPT, Large Language Modeling, Natural Language Processing, Data Ethics, Generative AI, Artificial Intelligence, Law, Regulation, and Compliance, Machine Learning, Economics, Social Sciences, Information Privacy

      4.5
      Rating, 4.5 out of 5 stars
      ·
      65 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Minnesota

      Matrix Methods

      Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Machine Learning Methods, Data Analysis, Numerical Analysis, Mathematical Modeling, Applied Mathematics, Applied Machine Learning, Data Manipulation, Exploratory Data Analysis, Algorithms, Python Programming

      4.1
      Rating, 4.1 out of 5 stars
      ·
      248 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Advancing Women in Tech

      The Art & Science of Product Management

      Skills you'll gain: Cross-Functional Team Leadership, Technical Product Management, Product Management, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, Artificial Intelligence, Interviewing Skills, Machine Learning, Deep Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      152 reviews

      Beginner · Course · 1 - 4 Weeks

    • T

      The State University of New York

      Strategic Career Self-Management

      Skills you'll gain: Job Analysis, Adaptability, Professional Development, Personal Development, Lifelong Learning, Brand Management, Talent Management, Branding, Gap Analysis, Competitive Analysis, Self-Awareness, Proactivity, Dashboard, Goal Setting

      4.5
      Rating, 4.5 out of 5 stars
      ·
      304 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Lausanne

      Doping : Sports, Organizations and Sciences

      Skills you'll gain: Laboratory Testing, Biochemistry, Pharmacology, Culture, Social Sciences, Sociology, Arbitration, Cultural Diversity, Law, Regulation, and Compliance, Ethical Standards And Conduct, Governance, Behavioral Economics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      367 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      Universitat Autònoma de Barcelona

      Clasificación de imágenes: ¿cómo reconocer el contenido de una imagen?

      Skills you'll gain: Computer Vision, Image Analysis, Performance Testing, Feature Engineering, Spatial Analysis, Supervised Learning, Machine Learning Algorithms, Deep Learning, Artificial Neural Networks

      4.3
      Rating, 4.3 out of 5 stars
      ·
      79 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Red Hat

      Cloud-Native Development with OpenShift and Kubernetes

      Skills you'll gain: OpenShift, Kubernetes, Cloud-Native Computing, Application Deployment, Cloud Applications, Containerization, Scalability, Cloud Platforms, Cloud Management, Development Environment, Docker (Software), Cloud Computing, Platform As A Service (PaaS), Cloud Development, Continuous Deployment, YAML, Configuration Management, Network Routing, PostgreSQL, Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      222 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      D

      DeepLearning.AI

      Building Systems with the ChatGPT API

      Skills you'll gain: ChatGPT, Large Language Modeling, Prompt Engineering, OpenAI, Cloud API, Generative AI, Self Service Technologies, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      261 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Program Management

      Skills you'll gain: Earned Value Management, Stakeholder Management, Program Management, Stakeholder Communications, Agile Project Management, Stakeholder Engagement, Project Management Office (PMO), Agile Methodology, Project Performance, Team Leadership, Project Schedules, Virtual Teams, Team Building, Conflict Management, Change Management, Project Management Life Cycle, Return On Investment, Strategic Leadership, Communication, Risk Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      115 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      B

      Berklee

      Musicianship: Tensions, Harmonic Function, and Modal Interchange

      Skills you'll gain: Musical Composition, Music, Music Theory, Music Performance

      4.9
      Rating, 4.9 out of 5 stars
      ·
      402 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Aprendizaje Activo STEM con Simulaciones Interactivas PhET

      Skills you'll gain: Interactive Learning, Education Software and Technology, Mathematics Education, Pedagogy, Simulations, Simulation and Simulation Software, Interactive Design, Conceptual Design, User Feedback, Experimentation, Scientific Visualization, Chemistry, User Experience Design, Physics, Biology

      4.9
      Rating, 4.9 out of 5 stars
      ·
      715 reviews

      Beginner · Specialization · 3 - 6 Months

    • G

      Google Cloud

      Vertex Pipelines: Qwik Start

      Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Applied Machine Learning, Data Pipelines, Tensorflow, Machine Learning

      Intermediate · Project · Less Than 2 Hours

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

    • ChatGPT Teach-Out: University of Michigan
    • Matrix Methods: University of Minnesota
    • The Art & Science of Product Management: Advancing Women in Tech
    • Strategic Career Self-Management: The State University of New York
    • Doping : Sports, Organizations and Sciences: University of Lausanne
    • Clasificación de imágenes: ¿cómo reconocer el contenido de una imagen?: Universitat Autònoma de Barcelona
    • Cloud-Native Development with OpenShift and Kubernetes: Red Hat
    • Building Systems with the ChatGPT API: DeepLearning.AI
    • Microsoft Program Management: Microsoft
    • Musicianship: Tensions, Harmonic Function, and Modal Interchange: Berklee

    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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