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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
      I

      Intel

      AI Essentials

      Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Automation, Deep Learning, Machine Learning, Data Analysis, B2B Sales

      4.5
      Rating, 4.5 out of 5 stars
      ·
      316 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      M

      Michigan State University

      Design and Make Infographics (Project-Centered Course)

      Skills you'll gain: Infographics, Adobe Illustrator, Graphic and Visual Design, Data Mapping, Graphic Design, Typography, Design Elements And Principles, Graphical Tools, Storytelling, Color Theory

      4.6
      Rating, 4.6 out of 5 stars
      ·
      956 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Linear Algebra: Linear Systems and Matrix Equations

      Skills you'll gain: Linear Algebra, Algebra, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry

      4.7
      Rating, 4.7 out of 5 stars
      ·
      148 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Introduction to Data, Signal, and Image Analysis with MATLAB

      Skills you'll gain: Data Visualization, Image Analysis, Data Visualization Software, Machine Learning Methods, Matlab, Applied Machine Learning, Statistical Methods, Data Analysis, Data Processing, Computer Vision, Regression Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      226 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Build a Professional Resume using Canva

      Skills you'll gain: Applicant Tracking Systems, Professional Development, Graphic Design, Keyword Research, Personal Development, Detail Oriented

      4.5
      Rating, 4.5 out of 5 stars
      ·
      892 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      ELL Success in the Content Classroom: Teacher Toolbox Series

      Skills you'll gain: Lesson Planning, Parent Communication, Differentiated Instruction, Student Engagement, Instructional Strategies, Curriculum Planning, English Language, Community Outreach, Peer Review, Instructional Design, Developing Training Materials, Working With Children, Instructional and Curriculum Design, Teaching, Cultural Diversity, Language Learning, Student Support and Services, Cultural Sensitivity, Learning Theory, Grammar

      4.6
      Rating, 4.6 out of 5 stars
      ·
      254 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      T

      Tecnológico de Monterrey

      Fundamentos de la Psicología

      Skills you'll gain: Positivity, Psychology, Personal Development, Oncology, Optimism, Behavioral Health, Mental and Behavioral Health Specialties, Public Health and Disease Prevention, Social Work, Empowerment, Health Care, Human Learning, Self-Awareness, Mental Health, Positive Behavior Support, Preventative Care, Human Development, Scientific Methods, Social Sciences, Culture

      4.8
      Rating, 4.8 out of 5 stars
      ·
      457 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Preview
      Preview
      U

      Universitat de Barcelona

      Claves para la innovación en la docencia universitaria

      Skills you'll gain: Instructional Strategies, Teaching, Blended Learning, Pedagogy, Student Engagement, Education Software and Technology, Learning Strategies, Collaboration, Student-Centred Learning, Innovation, Problem Solving, Critical Thinking

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.7K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Advancing Women in Tech

      Real-World Product Management

      Skills you'll gain: Product Roadmaps, Product Management, Customer Retention, Cross-Functional Team Leadership, Professional Networking, Financial Analysis, Product Strategy, Technical Product Management, Product Requirements, Product Development, Financial Statement Analysis, Product Lifecycle Management, New Product Development, Innovation, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, Performance Management, Interviewing Skills

      Build toward a degree

      4.5
      Rating, 4.5 out of 5 stars
      ·
      909 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Negotiation skills: Negotiate and resolve conflict

      Skills you'll gain: Conflict Management, Negotiation, Intercultural Competence, Stakeholder Management, Leadership, Leadership and Management, Organizational Leadership, Emotional Intelligence, Cultural Diversity, Self-Awareness, Communication

      4.7
      Rating, 4.7 out of 5 stars
      ·
      781 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Introduction to Data Science and scikit-learn in Python

      Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, NumPy, Data Analysis, Data Processing, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning, Classification And Regression Tree (CART), Data Science, Statistical Hypothesis Testing, Statistical Methods, Computer Programming, Data Structures

      3.7
      Rating, 3.7 out of 5 stars
      ·
      52 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      E

      Erasmus University Rotterdam

      Introduction to Economic Theories

      Skills you'll gain: Consumer Behaviour, Market Dynamics, Financial Market, Financial Systems, Economics, Economic Development, Market Analysis, Tax, Economics, Policy, and Social Studies, Public Policies, Environmental Issue, Social Sciences, Socioeconomics, Supply And Demand, Behavioral Economics, Decision Making

      4.5
      Rating, 4.5 out of 5 stars
      ·
      367 reviews

      Beginner · Course · 1 - 3 Months

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

    • AI Essentials : Intel
    • Design and Make Infographics (Project-Centered Course): Michigan State University
    • Linear Algebra: Linear Systems and Matrix Equations: Johns Hopkins University
    • Introduction to Data, Signal, and Image Analysis with MATLAB: Vanderbilt University
    • Build a Professional Resume using Canva: Coursera Project Network
    • ELL Success in the Content Classroom: Teacher Toolbox Series: Arizona State University
    • Fundamentos de la Psicología: Tecnológico de Monterrey
    • Claves para la innovación en la docencia universitaria: Universitat de Barcelona
    • Real-World Product Management: Advancing Women in Tech
    • Negotiation skills: Negotiate and resolve conflict: Macquarie 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)

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