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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
      R

      Rice University

      Self Awareness and the Effective Leader

      Skills you'll gain: Creative Problem-Solving, Prioritization, Stress Management, Time Management, Self-Awareness, Leadership, Personal Development, Relationship Building, Emotional Intelligence, Resilience, Communication, Adaptability

      4.7
      Rating, 4.7 out of 5 stars
      ·
      672 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Introduction to Secure Networking

      Skills you'll gain: Network Security, Network Protocols, TCP/IP, Cloud Computing, Firewall, General Networking, Networking Hardware, Network Architecture, OSI Models, Microsoft Azure, Computer Networking, Network Infrastructure, Local Area Networks, Software As A Service, Virtual Machines, Virtualization

      4.8
      Rating, 4.8 out of 5 stars
      ·
      228 reviews

      Beginner · Course · 1 - 3 Months

    • I

      IIMA - IIM Ahmedabad

      Strategy and Game Theory for Management

      Skills you'll gain: Game Theory, Behavioral Economics, Business Strategy, Strategic Decision-Making, Complex Problem Solving, Business Leadership, Market Dynamics, Organizational Change, Economics, Digital Media Strategy, Market Opportunities, Mergers & Acquisitions, Advertising, Innovation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      103 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Understanding Financial Statements: Company Performance

      Skills you'll gain: Income Statement, Financial Statements, Financial Statement Analysis, Cash Flows, Financial Reporting, Financial Analysis, Balance Sheet, Accounting, Performance Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      775 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      S

      SAS

      Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls

      Skills you'll gain: Predictive Modeling, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Decision Tree Learning, Business Metrics, Data Analysis, Performance Measurement, Regression Analysis, Ethical Standards And Conduct, Deep Learning, Artificial Neural Networks

      4.9
      Rating, 4.9 out of 5 stars
      ·
      64 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      P

      Princeton University

      Computer Science: Programming with a Purpose

      Skills you'll gain: Programming Principles, Computer Programming, Object Oriented Programming (OOP), Performance Tuning, Data Structures, Java, Computational Thinking, Computer Science, Algorithms, Animations, Debugging

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.3K reviews

      Beginner · Course · 1 - 3 Months

    • N

      National Taiwan University

      3D CAD Application

      Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Construction, Building Design, Architectural Drawing, Architecture and Construction, Computer-Aided Design

      4.8
      Rating, 4.8 out of 5 stars
      ·
      160 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      T

      The State University of New York

      Home-Based Child Care

      Skills you'll gain: Injury Prevention, Child Development, Childhood Education and Development, Working With Children, Business Planning, Accident Prevention, Special Education, Teaching, Emotional Intelligence, Emergency Response, Parent Communication, Cultural Diversity, Diversity Awareness, Nutrition and Diet, Safety Training, Business, Classroom Management, Small Business Accounting, Tax Management, Policy Development

      4.8
      Rating, 4.8 out of 5 stars
      ·
      129 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      L

      LearnKartS

      Project Management Fundamentals

      Skills you'll gain: Project Management Office (PMO), Project Management, Stakeholder Management, Project Management Life Cycle, Project Management Institute (PMI) Methodology, Resource Management, Operations Management, Project Controls, Project Portfolio Management, Stakeholder Communications, Program Management, Governance, Change Management, Organizational Structure

      4.5
      Rating, 4.5 out of 5 stars
      ·
      218 reviews

      Beginner · Course · 1 - 4 Weeks

    • D

      Duke University

      Visual Perception and the Brain

      Skills you'll gain: Psychology, Neurology, Human Learning, Visual Impairment Education, Biology, Scientific Methods, Anatomy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      272 reviews

      Mixed · Course · 1 - 3 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
      F

      Fractal Analytics

      Leadership Strategies for AI and Generative AI

      Skills you'll gain: Data Ethics, Human Centered Design, Problem Solving, Critical Thinking and Problem Solving, Business Leadership, Critical Thinking, Generative AI, Artificial Intelligence, Business Strategy, Ethical Standards And Conduct, Analytical Skills, Data Strategy, Information Privacy, Business Transformation, Strategic Decision-Making, Data Science, Key Performance Indicators (KPIs), Strategic Leadership, Business Marketing, Data Security

      4.6
      Rating, 4.6 out of 5 stars
      ·
      151 reviews

      Beginner · Specialization · 3 - 6 Months

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    1…818283…407

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

    • Self Awareness and the Effective Leader: Rice University
    • Introduction to Secure Networking: Microsoft
    • Strategy and Game Theory for Management: IIMA - IIM Ahmedabad
    • Understanding Financial Statements: Company Performance: University of Illinois Urbana-Champaign
    • Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls: SAS
    • Computer Science: Programming with a Purpose: Princeton University
    • 3D CAD Application: National Taiwan University
    • Home-Based Child Care: The State University of New York
    • Project Management Fundamentals: LearnKartS
    • Visual Perception and the Brain: Duke 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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