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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

    • I

      Indian Statistical Institute

      Postgraduate Diploma in Applied Statistics

      Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, Data Compilation, Statistical Methods, Dimensionality Reduction, Lifelong Learning, Regression Analysis, Statistics, Bayesian Statistics, Surveys, International Finance

      Postgraduate Diploma · 6 - 12 Months

    • U

      University of North Texas

      Bachelor of Science in General Business

      Skills you'll gain: Operations Management, Mediation, Compensation and Benefits, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Data Mining, Data Visualization, Design Thinking, Global Marketing, Probability & Statistics, Cultural Diversity, Digital Media Strategy, Organizational Leadership, Political Sciences, Social Justice, Music History, Sociology

      Earn a degree

      Degree · 1 - 4 Years

    • I

      Illinois Institute of Technology

      Master of Data Science

      Skills you'll gain:

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Colorado Boulder

      Master of Science in Artificial Intelligence

      Skills you'll gain:

      Earn a degree

      Degree · 1 - 4 Years

    • I

      IIT Guwahati

      Bachelor of Science in Data Science & AI

      Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Linear Algebra, Data Structures, Data Warehousing, Database Management, Database Theory, Writing, Algorithms, Java Programming, Object Oriented Programming (OOP), Spreadsheet Software, Econometrics, R Programming, Text Mining, Artificial Intelligence, Data Visualization Software, C (Programming Language), Probability, Statistical Machine Learning

      Earn a degree

      Degree · 1 - 4 Years

    • U

      University of Illinois at Urbana-Champaign

      Business Analytics Graduate Certificate

      Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • U

      University of Illinois at Urbana-Champaign

      Graduate Certificate in Strategic Leadership & Management

      Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing

      Credit offered

      Graduate Certificate · 6 - 12 Months

    • U

      Universidad de los Andes

      Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

      Skills you'll gain: Unified Modeling Language, User Story, Continuous Integration, Test Automation, Software Testing, Version Control, Git (Version Control System), Unit Testing, System Testing, Acceptance Testing, Usability, Agile Methodology, Maintainability, Software Architecture, Web Content Accessibility Guidelines, Software Design, Angular, Agile Software Development, Sprint Retrospectives, Software Design Patterns

      Credit offered

      Mastertrack · 6 - 12 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Introduction to JavaScript Programming

      Skills you'll gain: Javascript, Program Development, Web Applications, Programming Principles, Software Development, Data Structures, Web Development Tools, Development Environment, Video Game Development, Debugging, Object Oriented Programming (OOP), Data Validation, Computer Programming

      Beginner · Course · 1 - 4 Weeks

    • O

      O.P. Jindal Global University

      MBA Business Analytics

      Skills you'll gain: Design Thinking, Data Storytelling, Operations Management, Active Listening, Data Visualization, Environmental Social And Corporate Governance (ESG), Working Capital, Financial Statement Analysis, Database Management, Sampling (Statistics), Project Estimation, Business Analytics, Global Marketing, Marketing Management, Predictive Analytics, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis, Business Economics

      Earn a degree

      Degree · 1 - 4 Years

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Manipulation and Transactions in SQL Server

      Skills you'll gain: Transaction Processing, Database Management, Microsoft SQL Servers, Operational Databases, SQL, Data Manipulation, Relational Databases, Data Integrity, Generative AI, Performance Tuning

      Beginner · Course · 1 - 4 Weeks

    • P

      Pontificia Universidad Católica de Chile

      Magíster en Business Analytics

      Skills you'll gain: Customer Analysis, Revenue Management, Descriptive Analytics, People Analytics, FinTech, Database Design, Web Scraping, Time Series Analysis and Forecasting, Predictive Analytics, Biostatistics, Statistical Reporting, Risk Analysis, Network Analysis, Bayesian Statistics, Digital Transformation, Governance, Cloud Security, Sampling (Statistics), Assertiveness, Business Process Modeling

      Earn a degree

      Degree · 1 - 4 Years

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

    • Postgraduate Diploma in Applied Statistics: Indian Statistical Institute
    • Bachelor of Science in General Business: University of North Texas
    • Master of Data Science: Illinois Institute of Technology
    • Master of Science in Artificial Intelligence: University of Colorado Boulder
    • Bachelor of Science in Data Science & AI: IIT Guwahati
    • Business Analytics Graduate Certificate: University of Illinois at Urbana-Champaign
    • Graduate Certificate in Strategic Leadership & Management: University of Illinois at Urbana-Champaign
    • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
    • Introduction to JavaScript Programming: Microsoft
    • MBA Business Analytics: O.P. Jindal Global 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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