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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
      Free
      C

      Coursera Project Network

      Build and deploy a stroke prediction model using R

      Skills you'll gain: Feature Engineering, Predictive Modeling, Predictive Analytics, R Programming, Data Analysis, Statistical Modeling, Statistical Analysis, Data Cleansing, Exploratory Data Analysis, Applied Machine Learning, Data Manipulation, Application Deployment, Data Transformation, Machine Learning Methods, Interactive Data Visualization, Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      21 reviews

      Intermediate Ā· Guided Project Ā· Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      Intel

      IntelĀ® AI Fundamentals

      Skills you'll gain: Artificial Intelligence, Business Technologies, Complex Problem Solving, Digital Transformation, Technology Strategies, Artificial Intelligence and Machine Learning (AI/ML), Business Intelligence, Strategic Thinking, Real Time Data, Company, Product, and Service Knowledge, Solution Sales Engineering, Technology Solutions, Generative AI, Customer Analysis, Emerging Technologies, Automation, Customer Success Management, Deep Learning, Machine Learning, B2B Sales

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      346 reviews

      Beginner Ā· Specialization Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Innovations in Investment Technology: Artificial Intelligence

      Skills you'll gain: Investment Management, Wealth Management, Asset Management, FinTech, Financial Trading, Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Big Data, Financial Market, Artificial Neural Networks, Machine Learning, Predictive Analytics

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      401 reviews

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      Introduction to Cybersecurity Fundamentals

      Skills you'll gain: Computer Security Awareness Training, Cybersecurity, Security Awareness, Cyber Attacks, Data Security, Personally Identifiable Information, Malware Protection, Threat Management, Email Security, Mitigation

      4.6
      Rating, 4.6 out of 5 stars
      Ā·
      873 reviews

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Nearest Neighbor Collaborative Filtering

      Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Data Mining, Algorithms

      4.3
      Rating, 4.3 out of 5 stars
      Ā·
      307 reviews

      Mixed Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      Edureka

      PySpark for Data Science

      Skills you'll gain: PySpark, Data Pipelines, Data Processing, Data Visualization, Natural Language Processing, Pandas (Python Package), Feature Engineering, Machine Learning, Data Transformation, Supervised Learning, Text Mining, Deep Learning, Scalability, Regression Analysis

      2.9
      Rating, 2.9 out of 5 stars
      Ā·
      10 reviews

      Intermediate Ā· Specialization Ā· 3 - 6 Months

    • Status: Free Trial
      Free Trial
      A

      Akamai Technologies, Inc.

      Akamai Customer Consulting and Support

      Skills you'll gain: Endpoint Security, Database Systems, Computer Security Incident Management, Security Management, Routing Protocols, Database Design, Application Development, Network Architecture, Linux Commands, TCP/IP, Operating Systems, Database Theory, User Accounts, Web Design and Development, Cascading Style Sheets (CSS), Web Development, Data Structures, Python Programming, Data Analysis, Software Development

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      294 reviews

      Beginner Ā· Professional Certificate Ā· 3 - 6 Months

    • Status: Preview
      Preview
      T

      Technion - Israel Institute of Technology

      Nanotechnology and Nanosensors, Part1

      Skills you'll gain: Engineering, Scientific, and Technical Instruments, Semiconductors, Innovation, Chemical and Biomedical Engineering, Emerging Technologies, Chemistry, Electronics, Medical Equipment and Technology, Laboratory Research, Chemical Engineering, Creative Design, Biochemistry

      4.6
      Rating, 4.6 out of 5 stars
      Ā·
      1.2K reviews

      Mixed Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Programming for the Internet of Things Project

      Skills you'll gain: Test Planning, Embedded Software, Embedded Systems, Functional Requirement, Systems Design, Requirements Analysis, System Design and Implementation, Prototyping, Computer Hardware, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      944 reviews

      Mixed Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI: Enhance your Data Analytics Career

      Skills you'll gain: Generative AI, Data Storytelling, OpenAI, Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), Dashboard, Prompt Engineering, ChatGPT, Data Ethics, Data Visualization Software, SQL, Python Programming, Query Languages

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      137 reviews

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Arizona State University

      Resilience for Everyone

      Skills you'll gain: Empathy, Positivity, Growth Mindedness, Optimism, Stress Management, Resilience, Compassion, Goal Setting, Overcoming Obstacles, Personal Development, Emotional Intelligence, Empowerment, Social Skills, Time Management, Persistence, Adaptability, Self-Awareness, Lifelong Learning, Organizational Skills, Mindfulness

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      105 reviews

      Beginner Ā· Specialization Ā· 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado System

      Fundamentals of Computer Network Security

      Skills you'll gain: Cryptography, Public Key Infrastructure, Cybersecurity, Application Security, Data Security, Firewall, Cyber Attacks, Data Encryption Standard, Penetration Testing, Network Security, Information Assurance, Encryption, Risk Management Framework, Advanced Encryption Standard (AES), Intrusion Detection and Prevention, Vulnerability Scanning, Information Systems Security, Secure Coding, Security Controls, Software Design Patterns

      4
      Rating, 4 out of 5 stars
      Ā·
      582 reviews

      Intermediate Ā· Specialization Ā· 3 - 6 Months

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

    • Build and deploy a stroke prediction model using R:Ā Coursera Project Network
    • IntelĀ® AI Fundamentals:Ā Intel
    • Innovations in Investment Technology: Artificial Intelligence:Ā University of Michigan
    • Introduction to Cybersecurity Fundamentals:Ā Coursera Instructor Network
    • Nearest Neighbor Collaborative Filtering:Ā University of Minnesota
    • PySpark for Data Science:Ā Edureka
    • Akamai Customer Consulting and Support:Ā Akamai Technologies, Inc.
    • Nanotechnology and Nanosensors, Part1:Ā Technion - Israel Institute of Technology
    • Programming for the Internet of Things Project:Ā University of California, Irvine
    • Generative AI: Enhance your Data Analytics Career :Ā IBM

    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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