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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
      K

      Keller Williams

      Keller Williams Real Estate Agent

      Skills you'll gain: Lead Generation, Administrative Support, Real Estate, Office Management, Real Estate Sales, Value Propositions, Property and Real Estate, Sales Process, Customer Relationship Building, Real Estate Transactions, Customer Acquisition Management, Sales Management, Organizational Skills, Sales Prospecting, Sales Presentation, Showrooms, Prospecting and Qualification, Closing (Sales), Branding, Prioritization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      156 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Regression Analysis: Simplify Complex Data Relationships

      Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Advanced Analytics, Correlation Analysis, Data Analysis, Predictive Modeling, Statistical Modeling, Supervised Learning, Variance Analysis, Machine Learning Methods, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      531 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      MedCerts

      Medical Billing and Coding Essentials

      Skills you'll gain: Revenue Cycle Management, Medical Billing and Coding, ICD Coding (ICD-9/ICD-10), Electronic Medical Record, Copayment Collection and Processing, Health Care Procedure and Regulation, Medical Privacy, Healthcare Industry Knowledge, Patient Registration, Health Information Management, Medicare, Medical Terminology, Data Security

      4.7
      Rating, 4.7 out of 5 stars
      ·
      523 reviews

      Beginner · Course · 1 - 4 Weeks

    • Y

      Yale University

      Health Behavior Change: From Evidence to Action

      Skills you'll gain: Public Health and Disease Prevention, Nutrition and Diet, Public Health, Behavioral Health, Mental Health, Mental and Behavioral Health, Behavioral Economics, Patient Education And Counseling, Program Evaluation, Preventative Care

      4.8
      Rating, 4.8 out of 5 stars
      ·
      453 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Data Science at Scale

      Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Visualization Software, Data Science, Statistical Machine Learning, Predictive Analytics, Advanced Analytics, Data Governance, Data Analysis, Predictive Modeling, Data Processing, Data Wrangling

      4.2
      Rating, 4.2 out of 5 stars
      ·
      915 reviews

      Intermediate · Specialization · 3 - 6 Months

    • E

      Eindhoven University of Technology

      Improving your statistical inferences

      Skills you'll gain: Statistical Inference, Scientific Methods, Statistical Hypothesis Testing, Quantitative Research, Bayesian Statistics, Statistical Analysis, Statistical Methods, Probability & Statistics, Sample Size Determination, Research, Data Collection, R Programming, Data Sharing, Probability Distribution

      4.9
      Rating, 4.9 out of 5 stars
      ·
      796 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Michigan

      Instructional Methods in Health Professions Education

      Skills you'll gain: Instructional Design, Adult Learning Principles, Education Software and Technology, Patient Education And Counseling, Learning Theory, Learning Styles, Creativity, Decision Making, Technology Strategies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      520 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Deep Teaching Solutions

      Uncommon Sense Teaching

      Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Instructional Strategies, Teaching, Curriculum Planning, Student Engagement, Learning Strategies, Learning Theory, Differentiated Instruction, Human Learning, Special Education, Time Management, Disabilities, Education Software and Technology, Learning Styles, Discussion Facilitation, Mental Concentration, Learning Management Systems

      4.9
      Rating, 4.9 out of 5 stars
      ·
      722 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Microsoft Full-Stack Developer

      Skills you'll gain: CI/CD, GitHub, C# (Programming Language), HTML and CSS, Load Balancing, Continuous Integration, Git (Version Control System), Role-Based Access Control (RBAC), Scalability, Object Oriented Programming (OOP), Authentications, ASP.NET, Full-Stack Web Development, Web Development, Debugging, SQL, Application Deployment, Microsoft Azure, Microsoft Copilot, Graph Theory

      4.4
      Rating, 4.4 out of 5 stars
      ·
      152 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Trustworthy Generative AI

      Skills you'll gain: Prompt Engineering, ChatGPT, Ideation, Verification And Validation, Data Validation, Generative AI, Risk Management Framework, Artificial Intelligence, Data Ethics, Human Centered Design

      4.8
      Rating, 4.8 out of 5 stars
      ·
      604 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      T

      The University of Sydney

      Information & Digital Literacy for University Success

      Skills you'll gain: Critical Thinking, Information Management, Digital Communications, Communication, Productivity, Document Management, Technical Communication, Education Software and Technology, File Management, Professionalism, Literacy, Organizational Skills, Ethical Standards And Conduct

      4.9
      Rating, 4.9 out of 5 stars
      ·
      4.6K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad de Palermo

      Psicología

      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

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    1…545556…406

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

    • Keller Williams Real Estate Agent: Keller Williams
    • Regression Analysis: Simplify Complex Data Relationships: Google
    • Medical Billing and Coding Essentials: MedCerts
    • Health Behavior Change: From Evidence to Action: Yale University
    • Data Science at Scale: University of Washington
    • Improving your statistical inferences: Eindhoven University of Technology
    • Instructional Methods in Health Professions Education: University of Michigan
    • Uncommon Sense Teaching: Deep Teaching Solutions
    • Microsoft Full-Stack Developer: Microsoft
    • Trustworthy Generative AI: Vanderbilt 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)

    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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