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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
      J

      Johns Hopkins University

      AI for Cybersecurity

      Skills you'll gain: Anomaly Detection, Generative AI, Intrusion Detection and Prevention, Malware Protection, Continuous Monitoring, Cybersecurity, Threat Detection, Cyber Threat Intelligence, Feature Engineering, Network Analysis, Cyber Attacks, Email Security, System Design and Implementation, Network Security, Artificial Intelligence and Machine Learning (AI/ML), Threat Modeling, Jupyter, Authentications, Deep Learning, Machine Learning Software

      4.3
      Rating, 4.3 out of 5 stars
      ·
      63 reviews

      Intermediate · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Simple Linear Regression for the Absolute Beginner

      Skills you'll gain: Data Visualization, Regression Analysis, Scikit Learn (Machine Learning Library), Feature Engineering, Data Cleansing, Predictive Modeling, Data Analysis, Statistical Modeling, Supervised Learning, Machine Learning, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      63 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Foundational Finance for Strategic Decision Making

      Skills you'll gain: Market Data, Loans, Finance, General Finance, Corporate Finance, Securities (Finance), Mortgage Loans, Financial Market, Equities, Investments, Financial Analysis, Financial Data, Business Valuation, Investment Management, Microsoft Excel, Financial Modeling, Business Mathematics, Financial Planning, Spreadsheet Software, Cash Flows

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

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to R Programming for Data Science

      Skills you'll gain: Data Manipulation, Web Scraping, R Programming, Data Analysis, Data Science, Data Structures, Data Import/Export, Exploratory Data Analysis, Programming Principles, Jupyter, Integrated Development Environments

      4.5
      Rating, 4.5 out of 5 stars
      ·
      576 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      Technical University of Denmark (DTU)

      Antimicrobial resistance - theory and methods

      Skills you'll gain: Laboratory Testing, Quality Assurance, Microbiology, Infectious Diseases, Bioinformatics, Medical Laboratory, Epidemiology, Public Health, Pharmacology, Molecular Biology, Data Sharing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.5K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      M

      Meta

      What is the Metaverse?

      Skills you'll gain: Augmented and Virtual Reality (AR/VR), Virtual Reality, Augmented Reality, Virtual Environment, Digital Assets, Healthcare Ethics, E-Commerce, Collaborative Software, Blockchain, Diversity and Inclusion, Emerging Technologies, Research and Design, Social Studies, Economic Development, New Product Development, Content Creation, Safety and Security

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      W

      West Virginia University

      Sales Operations/Management

      Skills you'll gain: Sales Management, Sales Territory Management, Recruitment, Training Programs, Sales Training, Sales Strategy, Account Management, Sales, General Sales Practices, Talent Recruitment, Expense Management, Sales Process, Organizational Structure, Inside Sales, Marketing Budgets, Business Ethics, Employee Training, Legal Risk, Operating Expense, Compensation Strategy

      4.5
      Rating, 4.5 out of 5 stars
      ·
      420 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Lesson Planning with the ELL in Mind

      Skills you'll gain: Lesson Planning, Language Competency, English Language, Instructional and Curriculum Design, Language Learning, Student Engagement, Grammar, Vocabulary, Literacy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      202 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Geneva

      Simulation and modeling of natural processes

      Skills you'll gain: Simulations, Python Programming, Numerical Analysis, Mathematical Modeling, Probability, Artificial Intelligence and Machine Learning (AI/ML), Visualization (Computer Graphics), Mechanics

      4.3
      Rating, 4.3 out of 5 stars
      ·
      401 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The State University of New York

      Mastering Remote Work and Online Study in U.S. in the post-COVID Era

      Skills you'll gain: Professional Development, Intercultural Competence, Telecommuting, Cultural Diversity, Personal Development, Overcoming Obstacles, Learning Management Systems, Education Software and Technology, Collaboration, Goal Setting, Teamwork, Problem Solving, Blended Learning, Adaptability, Student Engagement, Technology Solutions, Communication, Time Management, Research

      4.2
      Rating, 4.2 out of 5 stars
      ·
      16 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The University of Tokyo

      Interactive Teaching(インタラクティブ・ティーチング)

      Skills you'll gain: Syllabus Development, Interactive Learning, Student Engagement, Teaching, Lesson Planning, Education and Training, Instructional Strategies, Course Development, Lecturing, Student-Centred Learning, Storytelling, Higher Education, Discussion Facilitation, Public Speaking

      4.9
      Rating, 4.9 out of 5 stars
      ·
      54 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      A

      Arm

      Introduction to AI

      Skills you'll gain: Artificial Intelligence, Machine Learning, Artificial Neural Networks, Computer Science, Deep Learning, Supervised Learning, Data Ethics, Natural Language Processing, Data Science

      Beginner · Course · 1 - 3 Months

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

    • AI for Cybersecurity: Johns Hopkins University
    • Simple Linear Regression for the Absolute Beginner: Coursera Project Network
    • Foundational Finance for Strategic Decision Making: University of Michigan
    • Introduction to R Programming for Data Science: IBM
    • Antimicrobial resistance - theory and methods: Technical University of Denmark (DTU)
    • What is the Metaverse?: Meta
    • Sales Operations/Management: West Virginia University
    • Lesson Planning with the ELL in Mind: Arizona State University
    • Simulation and modeling of natural processes: University of Geneva
    • Mastering Remote Work and Online Study in U.S. in the post-COVID Era: The State University of New York

    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)

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