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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

    • C

      Coursera Project Network

      Basic Image Classification with TensorFlow

      Skills you'll gain: Keras (Neural Network Library), Tensorflow, Image Analysis, Artificial Neural Networks, Deep Learning, Machine Learning Methods, Computer Vision

      4.6
      Rating, 4.6 out of 5 stars
      ·
      845 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Python Essentials for MLOps

      Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Data Manipulation, Software Testing, Data Import/Export, Python Programming, Debugging, Data Structures, Object Oriented Programming (OOP), Scripting, Program Development, Numerical Analysis, Application Programming Interface (API), Command-Line Interface

      4.2
      Rating, 4.2 out of 5 stars
      ·
      274 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Introduction to AI and Machine Learning on Google Cloud

      Skills you'll gain: Prompt Engineering, Google Cloud Platform, Generative AI, Cloud Infrastructure, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Cloud Platforms, Large Language Modeling, Machine Learning, Natural Language Processing, Application Programming Interface (API)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      242 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Introduction to Networking and Cloud Computing

      Skills you'll gain: Network Security, Cloud Computing, Network Infrastructure, Microsoft Azure, Cloud Services, Firewall, Computer Networking, Virtualization and Virtual Machines, Digital Transformation, Networking Hardware, Cybersecurity, Network Protocols, Artificial Intelligence and Machine Learning (AI/ML)

      4.8
      Rating, 4.8 out of 5 stars
      ·
      492 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      T

      The Museum of Modern Art

      Art & Inquiry: Museum Teaching Strategies For Your Classroom

      Skills you'll gain: Literacy, Teaching, Liberal Arts, Critical Thinking, Emotional Intelligence, Creativity, Instructional Strategies, Student Engagement, Self-Awareness, Curriculum Planning, Learning Styles, Empathy, Social Studies, Discussion Facilitation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      511 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Hardware Description Languages for FPGA Design

      Skills you'll gain: System Design and Implementation, Verification And Validation, Computer Engineering, Programming Principles, Development Testing, Simulations, Hardware Architecture, Functional Testing, Debugging

      4.4
      Rating, 4.4 out of 5 stars
      ·
      600 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Amazon

      Introduction to Software Development

      Skills you'll gain: Software Development Life Cycle, Object Oriented Programming (OOP), Java Programming, Java, Program Development, Software Development, Development Environment, Integrated Development Environments, Software Engineering, Programming Principles

      4.7
      Rating, 4.7 out of 5 stars
      ·
      203 reviews

      Beginner · Course · 1 - 4 Weeks

    • T

      The University of Tokyo

      Let’s Read! Learning Japanese through Science & Technology-1

      Skills you'll gain: Oral Comprehension, Vocabulary, Literacy, Language Learning, Environmental Engineering, Grammar, Science and Research, Augmented Reality, Automation, Biochemistry, Real Time Data

      4.8
      Rating, 4.8 out of 5 stars
      ·
      98 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Building Web Applications in Django

      Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Database Design, Model View Controller, SQL, Databases, Object Oriented Programming (OOP), Web Applications, Data Modeling, Application Security, Hypertext Markup Language (HTML), Software Design Patterns, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      777 reviews

      Intermediate · Course · 1 - 4 Weeks

    • S

      Stanford University

      Love as a Force for Social Justice

      Skills you'll gain: Compassion, Interpersonal Communications, Social Justice, Communication, Empathy, Relationship Building, Liberal Arts, Social Sciences, Community and Social Work, Collaboration, Cultural Diversity, Creativity, Research, Psychology, Ethical Standards And Conduct, Neurology

      4.7
      Rating, 4.7 out of 5 stars
      ·
      422 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Custom and Distributed Training with TensorFlow

      Skills you'll gain: Tensorflow, Deep Learning, Distributed Computing, Performance Tuning, Machine Learning Methods

      4.8
      Rating, 4.8 out of 5 stars
      ·
      434 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Responsible Generative AI

      Skills you'll gain: Generative AI, Governance, Data Management, Compliance Management, Consumer Behaviour, Regulatory Compliance, Business Risk Management, Business Operations, Data Ethics, Automation, Stakeholder Management, Workforce Development, Artificial Intelligence, Technology Strategies, Cost Benefit Analysis, Business Ethics, Labor Relations, Human Resources, Operational Risk, Strategic Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      129 reviews

      Beginner · Specialization · 1 - 3 Months

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

    • Basic Image Classification with TensorFlow: Coursera Project Network
    • Python Essentials for MLOps: Duke University
    • Introduction to AI and Machine Learning on Google Cloud: Google Cloud
    • Introduction to Networking and Cloud Computing: Microsoft
    • Art & Inquiry: Museum Teaching Strategies For Your Classroom: The Museum of Modern Art
    • Hardware Description Languages for FPGA Design: University of Colorado Boulder
    • Introduction to Software Development: Amazon
    • Let’s Read! Learning Japanese through Science & Technology-1: The University of Tokyo
    • Building Web Applications in Django: University of Michigan
    • Love as a Force for Social Justice: Stanford 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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