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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

    • D

      Deep Teaching Solutions

      Accelerate Your Learning with ChatGPT

      Skills you'll gain: Prompt Engineering, Creative Thinking, ChatGPT, Learning Strategies, Cognitive flexibility, Curiosity, Critical Thinking, Lifelong Learning, Generative AI, Image Analysis, Artificial Intelligence, Constructive Feedback, Artificial Neural Networks, Technical Communication

      4.8
      Rating, 4.8 out of 5 stars
      ·
      490 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      .NET & .NET Core Mastery: Cross-Platform Development

      Skills you'll gain: Cloud Applications, Containerization, .NET Framework, Cross Platform Development, Application Deployment, Application Development, C# (Programming Language), Development Environment, Application Performance Management, Web Applications, Debugging

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Teach English Now! Lesson Design and Assessment

      Skills you'll gain: Oral Expression, Design Elements And Principles, Design Strategies, English Language, Language Learning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      4.9K reviews

      Mixed · Course · 1 - 3 Months

    • Status: New
      New
      P

      Packt

      Data Management with SQL

      Skills you'll gain: MySQL, SQL, Database Design, Database Management, Query Languages, Databases, Data Manipulation, Relational Databases, Data Analysis, Performance Tuning, Software Installation

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Modern JavaScript Tooling, Modules, and Backend Integration

      Skills you'll gain: Jest (JavaScript Testing Framework), Node.JS, Full-Stack Web Development, Webpack, Application Deployment, Web Development Tools, Unit Testing, Back-End Web Development, Restful API, Application Development, Web Development, MongoDB, Javascript, Front-End Web Development, Data Structures

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Network Fundamentals & Cisco Platform Development

      Skills you'll gain: Network Troubleshooting, TCP/IP, OSI Models, General Networking, IT Automation, Network Administration, Network Monitoring, Software-Defined Networking, Network Routing, Computer Networking, Network Infrastructure, Network Architecture, Scripting, Network Protocols, Application Programming Interface (API)

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Complete ASP.NET Core and Entity Framework Development

      Skills you'll gain: GitHub, Model View Controller, ASP.NET, Application Deployment, Git (Version Control System), Microsoft Azure, Cloud Applications, Software Architecture, Database Development, .NET Framework, Scalability, C# (Programming Language), Version Control, Authentications, User Interface (UI), Back-End Web Development, Bootstrap (Front-End Framework), Database Management, Database Design, Software Design

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      D

      Dassault Systèmes

      SOLIDWORKS Foundations: Sketching and Extrusion

      Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, 3D Modeling, Engineering Design Process, Mechanical Design

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Advanced ASP.NET Core MVC, Deployment & User Management

      Skills you'll gain: Application Deployment, ASP.NET, Authorization (Computing), User Accounts, Authentications, Microsoft Azure, Model View Controller, Role-Based Access Control (RBAC), Microsoft Visual Studio, Bootstrap (Front-End Framework), Database Management, Session Initiation Protocols

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      S

      Simplilearn

      Ethics of Generative AI

      Skills you'll gain: Data Ethics, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Generative AI, Business Ethics, Information Privacy, Personally Identifiable Information, Regulatory Compliance, Healthcare Ethics, Compliance Management, Artificial Intelligence, Data Security, Regulatory Requirements, Regulatory Affairs, Data-Driven Decision-Making, Accountability, Social Sciences

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Instructor Network

      Advanced Agile for Product Managers: Scaling Agile Teams

      Skills you'll gain: Scaled Agile Framework, Agile Product Development, Agile Project Management, Sprint Planning, Agile Methodology, Collaborative Software, Cross-Functional Collaboration, Dependency Analysis, Strategic Leadership, Product Management, Product Roadmaps, Scalability, Leadership, Performance Measurement, Team Performance Management, Release Management, Prioritization, Capacity Management, Estimation

      Advanced · Course · 1 - 4 Weeks

    • Status: New
      New
      M

      Macquarie University

      Applied Cryptography & Information Security

      Skills you'll gain: Cryptography, Encryption, Network Security, Advanced Encryption Standard (AES), Public Key Infrastructure, Data Security, Key Management, Cybersecurity, Blockchain, Virtual Private Networks (VPN), Information Privacy, Wireless Networks, Authentications, Data Integrity, Emerging Technologies

      Mixed · Course · 1 - 3 Months

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    1…464748…406

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

    • Accelerate Your Learning with ChatGPT: Deep Teaching Solutions
    • .NET & .NET Core Mastery: Cross-Platform Development: Coursera Instructor Network
    • Teach English Now! Lesson Design and Assessment: Arizona State University
    • Data Management with SQL: Packt
    • Modern JavaScript Tooling, Modules, and Backend Integration: Packt
    • Network Fundamentals & Cisco Platform Development: Packt
    • Complete ASP.NET Core and Entity Framework Development: Packt
    • SOLIDWORKS Foundations: Sketching and Extrusion: Dassault Systèmes
    • Advanced ASP.NET Core MVC, Deployment & User Management: Packt
    • Ethics of Generative AI: Simplilearn

    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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