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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 Trial
      Free Trial
      A

      Arizona State University

      Business English: Finance and Economics

      Skills you'll gain: Purchasing, Negotiation, Business Communication, Business Correspondence, English Language, Communication Strategies, Budgeting, Financial Forecasting, Financial Data, Verbal Communication Skills, Influencing, Presentations, Vocabulary

      4.7
      Rating, 4.7 out of 5 stars
      ·
      615 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Chino básico: Lenguaje y cultura empresarial

      Skills you'll gain: Peer Review, Language Learning, Setting Appointments, Hotels and Accommodations, Oral Expression, Business Communication, Cultural Sensitivity, Verbal Communication Skills, Cultural Diversity, Travel Arrangements, Communication, Telephone Skills, Hospitality, Language Competency, Vocabulary, Constructive Feedback, Oral Comprehension, Scheduling, Greeting Customers, Professional Networking

      4.5
      Rating, 4.5 out of 5 stars
      ·
      513 reviews

      Beginner · Specialization · 3 - 6 Months

    • N

      Nanjing University

      心理学与生活

      Skills you'll gain: Psychology, Child Development, Human Development, Culture, Social Sciences, Human Learning, Creativity, Cultural Diversity, Mental Health Diseases and Disorders, Behavior Management, Interpersonal Communications, Experimentation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      756 reviews

      Mixed · Course · 1 - 3 Months

    • R

      Rice University

      Spanish for Successful Communication in Healthcare Settings

      Skills you'll gain: Patient Education And Counseling, Spanish Language, Medical Terminology, Vocabulary, Oral Comprehension, Cultural Sensitivity, Intercultural Competence, Cultural Diversity, Grammar, Language Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      326 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      AI for Medical Prognosis

      Skills you'll gain: Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Applied Machine Learning, Random Forest Algorithm, Forecasting, Machine Learning, Statistical Methods, Statistical Analysis, Probability & Statistics, Data Analysis, Regression Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      787 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      The Hong Kong University of Science and Technology

      English for Effective Business Writing

      Skills you'll gain: Business Writing, Business Correspondence, Business Communication, Writing, Writing and Editing, Concision, Persuasive Communication, English Language, Grammar, Language Competency, Target Audience, Vocabulary

      4.5
      Rating, 4.5 out of 5 stars
      ·
      456 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Building AI Cloud Apps with Microsoft Azure

      Skills you'll gain: Cloud Development, Image Analysis, Anomaly Detection, Prompt Engineering, Microsoft Copilot, Microsoft Azure, Cloud Storage, Data Storage, Cloud Applications, Computer Vision, Text Mining, Microsoft Development Tools, Unsupervised Learning, Data Storage Technologies, Natural Language Processing, Cloud Hosting, Data Ethics, Continuous Deployment, Application Deployment, Virtual Machines

      4.5
      Rating, 4.5 out of 5 stars
      ·
      486 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Custom Models, Layers, and Loss Functions with TensorFlow

      Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Network Model, Network Architecture, API Design, Object Oriented Programming (OOP)

      4.9
      Rating, 4.9 out of 5 stars
      ·
      1.1K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Presentations: Speaking so that People Listen

      Skills you'll gain: Verbal Communication Skills, Presentations, Public Speaking, Non-Verbal Communication, Communication, Constructive Feedback, Stress Management, Organizational Skills, Planning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      376 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Python Classes and Inheritance

      Skills you'll gain: Object Oriented Programming (OOP), JSON, Object Oriented Design, Unit Testing, Python Programming, Maintainability, Debugging, Software Testing, Data Structures

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.7K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Vowels of American English Pronunciation

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

      4.9
      Rating, 4.9 out of 5 stars
      ·
      255 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Project: Writing a Research Paper

      Skills you'll gain: Peer Review, Writing, Editing, Proofreading, Grammar, Style Guides

      4.8
      Rating, 4.8 out of 5 stars
      ·
      460 reviews

      Mixed · Course · 1 - 3 Months

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

    • Business English: Finance and Economics: Arizona State University
    • Chino básico: Lenguaje y cultura empresarial: Arizona State University
    • 心理学与生活: Nanjing University
    • Spanish for Successful Communication in Healthcare Settings: Rice University
    • AI for Medical Prognosis : DeepLearning.AI
    • English for Effective Business Writing: The Hong Kong University of Science and Technology
    • Building AI Cloud Apps with Microsoft Azure: Microsoft
    • Custom Models, Layers, and Loss Functions with TensorFlow: DeepLearning.AI
    • Presentations: Speaking so that People Listen: University of California, Irvine
    • Python Classes and Inheritance: University of Michigan

    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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