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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: New
      New
      Status: Free Trial
      Free Trial
      G

      Google

      Discover the Art of Prompting

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, ChatGPT, Technical Writing

      4.9
      Rating, 4.9 out of 5 stars
      ·
      99 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad de Palermo

      PsicologĂ­a

      Skills you'll gain: Student-Centred Learning, Psychology, Human Learning, Learning Theory, Creativity, Human Development, Behavior Management, Neurology, Self-Awareness, Education and Training, Culture, Molecular Biology, Cognitive flexibility, Learning Strategies, Anatomy, School Psychology, Social Sciences, Mental Health, Computational Thinking, Systems Thinking

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.3K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      G

      Google

      Use AI as a Creative or Expert Partner

      Skills you'll gain: Prompt Engineering, Generative AI Agents, ChatGPT, AI Personalization, Generative AI, Artificial Intelligence, Simulations

      4.8
      Rating, 4.8 out of 5 stars
      ·
      118 reviews

      Beginner · Course · 1 - 4 Weeks

    • E

      Eindhoven University of Technology

      Process Mining: Data science in Action

      Skills you'll gain: Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Performance Analysis, Big Data, Real Time Data, Data Science, Verification And Validation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.2K reviews

      Intermediate · Course · 1 - 3 Months

    • T

      The University of Edinburgh

      Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life

      Skills you'll gain: Self-Awareness, Emotional Intelligence, Lifelong Learning, Personal Development, Critical Thinking, Psychology, Curiosity, Open Mindset, Empathy, Cultural Diversity, Mindfulness

      4.7
      Rating, 4.7 out of 5 stars
      ·
      773 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Developing Front-End Apps with React

      Skills you'll gain: React Redux, React.js, Front-End Web Development, JavaScript Frameworks, UI Components, Full-Stack Web Development, Web Applications, Web Development Tools, Javascript, Event-Driven Programming, JSON, GitHub, Data Structures

      4.3
      Rating, 4.3 out of 5 stars
      ·
      679 reviews

      Intermediate · Course · 1 - 4 Weeks

    • T

      The University of Edinburgh

      Sit Less, Get Active

      Skills you'll gain: Goal Setting, Productivity, Preventative Care, Patient Education And Counseling, Self-Motivation, Empowerment, Health Assessment, Obstetrics And Gynecology, Activities of Daily Living (ADLs), Public Health and Disease Prevention

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.8K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Inglés Empresarial: Finanzas y Economía

      Skills you'll gain: Business Ethics, Negotiation, Purchasing, Business Writing, Business Communication, Forecasting, Auditing, Communication, Budgeting, Technical Communication, Vocabulary, English Language, Verbal Communication Skills, Leadership, Presentations, Financial Data, Business Economics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      411 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      The Music of American English Pronunciation

      Skills you'll gain: Oral Comprehension, English Language, Language Competency, Language Learning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      186 reviews

      Beginner · Course · 1 - 3 Months

    • U

      University of Manchester

      Protecting the World: Introducing Corrosion Science and Engineering

      Skills you'll gain: Chemical Engineering, Environmental Engineering, Maintenance, Repair, and Facility Services, Engineering, Electrical Systems, Engineering Design Process, Failure Analysis, Civil Engineering, Industrial Design, Engineering Calculations, Chemistry, Environmental Issue, Laboratory Testing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      934 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      MathWorks

      MathWorks Computer Vision Engineer

      Skills you'll gain: Computer Vision, Image Analysis, Anomaly Detection, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Matlab, Application Deployment, PyTorch (Machine Learning Library), Machine Learning, Motion Graphics, Data Visualization, Automation, Data Mapping, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Spatial Data Analysis, Predictive Modeling, Visualization (Computer Graphics), Data Synthesis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      303 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of London

      Introduction to Computer Programming

      Skills you'll gain: Debugging, Development Environment, Javascript, Program Development, Computer Graphics, Computer Programming, User Interface (UI), Interactive Design, Human Computer Interaction, Data Management, Animations

      4.1
      Rating, 4.1 out of 5 stars
      ·
      905 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Discover the Art of Prompting: Google
    • PsicologĂ­a: Universidad de Palermo
    • Use AI as a Creative or Expert Partner: Google
    • Process Mining: Data science in Action: Eindhoven University of Technology
    • Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life: The University of Edinburgh
    • Developing Front-End Apps with React: IBM
    • Sit Less, Get Active: The University of Edinburgh
    • InglĂ©s Empresarial: Finanzas y EconomĂ­a: Arizona State University
    • The Music of American English Pronunciation: University of California, Irvine
    • Protecting the World: Introducing Corrosion Science and Engineering: University of Manchester

    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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