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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

    • P

      Peking University

      计算机辅助翻译原理与实践 Principles and Practice of Computer-Aided Translation

      Skills you'll gain: Language Interpretation, Translation, and Studies, Quality Assurance, Natural Language Processing, Language Competency, Technical Writing, Document Management, English Language, Information Technology, Vocabulary, Data Import/Export, Extensible Markup Language (XML), File Management, Database Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      82 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Applying Machine Learning to your Data with Google Cloud

      Skills you'll gain: Google Cloud Platform, Applied Machine Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Big Data, Supervised Learning, Predictive Modeling, Deep Learning, Natural Language Processing, Computer Vision

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.1K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Intelligent Digital Factories

      Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Computer Vision, Image Analysis, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Embedded Systems, Machine Learning, Civil Engineering, Computer Programming Tools, Wireless Networks, Automation, Digital Transformation, System Monitoring

      4.6
      Rating, 4.6 out of 5 stars
      ·
      302 reviews

      Intermediate · Specialization · 3 - 6 Months

    • T

      The Hong Kong University of Science and Technology

      Understanding Modern Physics I: Relativity and Cosmology

      Skills you'll gain: Physics, Calculus, Mechanics, Physical Science, Advanced Mathematics, Energy and Utilities, Mathematical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      159 reviews

      Beginner · Course · 1 - 3 Months

    • H

      High Tech High Graduate School of Education

      How to Make a Comic Book (Project-Centered Course)

      Skills you'll gain: Storyboarding, Storytelling, Content Creation, Writing, Graphic and Visual Design, Typography, Creativity

      4.6
      Rating, 4.6 out of 5 stars
      ·
      282 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      T

      The Hong Kong University of Science and Technology

      Business English for Cross-cultural Communication

      Skills you'll gain: Business Ethics, Business Communication, English Language, Intercultural Competence, Public Speaking, Verbal Communication Skills, Cultural Diversity, Business Writing, Communication, Business, Culture, Vocabulary, Writing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      406 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      More C# Programming and Unity

      Skills you'll gain: Unity Engine, C# (Programming Language), Video Game Development, Data Structures, Application Development, Program Development, Object Oriented Programming (OOP), Cross Platform Development, Scripting, Debugging

      4.8
      Rating, 4.8 out of 5 stars
      ·
      617 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      E

      EDUCBA

      Embedded Software Development with C

      Skills you'll gain: Embedded Software, C (Programming Language), Embedded Systems, Debugging, Peripheral Devices, Integrated Development Environments, Development Environment, System Programming, Data Structures, Hardware Troubleshooting, Microarchitecture, Programming Principles, Performance Tuning, Computer Architecture, C++ (Programming Language), Hardware Architecture, Computer Hardware, Computer Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      188 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      K

      KodeKloud

      DevOps Mastery

      Skills you'll gain: Jenkins, Terraform, Infrastructure as Code (IaC), Linux Administration, Kubernetes, Docker (Software), CI/CD, Version Control, Ansible, Continuous Integration, Microservices, Git (Version Control System), Devops Tools, GitHub, General Networking, Containerization, Systems Administration, IT Automation, Python Programming, Programming Principles

      4.6
      Rating, 4.6 out of 5 stars
      ·
      164 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      SAP

      Becoming an SAP Professional

      Skills you'll gain: Professional Networking, SAP Applications, Workforce Development, LinkedIn, Enterprise Resource Planning, Interviewing Skills, Business Development, Information Technology, Training Programs, Cloud Solutions

      4.7
      Rating, 4.7 out of 5 stars
      ·
      197 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Nursing Informatics Leadership

      Skills you'll gain: Nursing Administration, Nursing Management, Team Leadership, Health Informatics, Education and Training, Leadership, Nursing, Clinical Leadership, Health Care Administration, Learning Management Systems, Innovation, Education Software and Technology, Nursing Practices, Health Care, Medical History Documentation, Interpersonal Communications, Systems Thinking, Self-Awareness, Electronic Medical Record, Patient Safety

      4.7
      Rating, 4.7 out of 5 stars
      ·
      326 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Risk governance: Manage the risks

      Skills you'll gain: Risk Management Framework, Governance, Risk Management, Enterprise Risk Management (ERM), Risk Analysis, Operational Risk, Compliance Management, Business Risk Management, Risk Mitigation, Risk Modeling, Business Ethics, Corporate Strategy, Stakeholder Management, International Finance, Corporate Finance, Stakeholder Communications

      4.7
      Rating, 4.7 out of 5 stars
      ·
      375 reviews

      Beginner · Course · 1 - 3 Months

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

    • 计算机辅助翻译原理与实践 Principles and Practice of Computer-Aided Translation: Peking University
    • Applying Machine Learning to your Data with Google Cloud: Google Cloud
    • Intelligent Digital Factories: L&T EduTech
    • Understanding Modern Physics I: Relativity and Cosmology: The Hong Kong University of Science and Technology
    • How to Make a Comic Book (Project-Centered Course): High Tech High Graduate School of Education
    • Business English for Cross-cultural Communication: The Hong Kong University of Science and Technology
    • More C# Programming and Unity: University of Colorado System
    • Embedded Software Development with C: EDUCBA
    • DevOps Mastery: KodeKloud
    • Becoming an SAP Professional: SAP

    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)

    Frequently Asked Questions about Unsupervised Learning

    Unsupervised learning is a type of AI-based machine learning that lets people get information from untargeted data sets. The machines find and manage unlabeled data so people are able to take advantage of complex tools, such as dimension reduction algorithms and clustering. The result of unsupervised learning is that users are able to identify patterns and results that emerge from a raw data set. Instead of entering a data set or goal, someone using unsupervised learning gets to let the data sets and patterns emerge to find the algorithm that makes the most sense.‎

    If you enjoy solving complex puzzles and detecting hidden information to answer questions, learning about unsupervised learning puts it within your grasp to identify and present data in a coherent, usable manner. Learning how tools like dimensionality reduction algorithms and clustering let you break raw data into subsets and categories or clusters that can be used to create models. This makes the information usable for decision-making purposes as well as for directing supervised AI to explore specific data subsets. The categorized information becomes more relevant, and the characteristics of data clusters become more recognizable.‎

    Data scientists and machine learning (AI) specialists are two career opportunities that can emerge from picking up the study of unsupervised learning. Before studying unsupervised learning, it helps to have Python programming knowledge and know the basics of calculus, data cleaning, probability, statistics, linear algebra, and exploratory data analysis because unsupervised learning builds upon these skills. You might work exclusively in the field of IBM machine learning strategies, or you may work in another field, such as engineering, customer market segmentation, data mining, or predictive analysis. Studying unsupervised learning helps you stay on top of developments in machine learning to stay relevant as well as advance in your career if you're already in the field.‎

    The online unsupervised learning courses on Coursera give you the knowledge and practical experience about machine learning so you're able to use tools like k-means clustering, cluster analysis, and principle component analysis (PCA) to apply unsupervised machine learning techniques in a business setting. Apply these new skills and newly learned information to real-life business situations. Our online unsupervised learning courses provide the information and opportunity for you to develop a skill set that helps you reach your career goals or earn college credits at your own pace, and on your own terms.‎

    Online Unsupervised Learning courses offer a convenient and flexible way to enhance your knowledge or learn new Unsupervised Learning skills. Choose from a wide range of Unsupervised Learning courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Unsupervised Learning, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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