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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: Preview
    Preview
    U

    University of Michigan

    Resilient Teaching Through Times of Crisis and Change

    Skills you'll gain: Resilience, Teaching, Educational Materials, Systems Thinking, Diversity Awareness, Adaptability, Instructional Design, Higher Education, Innovation, Collaboration, Goal Setting, Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    62 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Michigan

    Generative AI Essentials: Overview and Impact

    Skills you'll gain: ChatGPT, Generative AI, Responsible AI, Large Language Modeling, Natural Language Processing, Artificial Intelligence, Data Ethics, Technical Communication, Social Sciences, Regulation and Legal Compliance, Economics, Intellectual Property

    4.7
    Rating, 4.7 out of 5 stars
    ·
    279 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera Project Network

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    IBM

    Cybersecurity Compliance Framework, Standards & Regulations

    Skills you'll gain: IT Service Management, Governance Risk Management and Compliance, Information Technology Infrastructure Library, Data Ethics, NIST 800-53, Information Technology, Regulatory Compliance, Auditing, Cybersecurity, Compliance Management, ISO/IEC 27001, Control Objectives for Information and Related Technology (COBIT), Security Controls, Artificial Intelligence, Open Web Application Security Project (OWASP), Risk Management, Payment Card Industry (PCI) Data Security Standards, General Data Protection Regulation (GDPR)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.4K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Organisational design: Know your organisation

    Skills you'll gain: Human Resource Strategy, Organizational Strategy, Organizational Structure, Organizational Effectiveness, Workforce Planning, Organizational Change, Risk Management, Business Strategy, Key Performance Indicators (KPIs), Report Writing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.7K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Introduction to Python for Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, Cybersecurity, Cyber Threat Intelligence, Cyber Operations, IT Automation, Scripting, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    417 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    L

    Ludwig-Maximilians-Universität München (LMU)

    Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

    Skills you'll gain: Finite Element Methods, Numerical Analysis, Engineering Analysis, Jupyter, Differential Equations, Applied Mathematics, Mathematical Modeling, Python Programming, Mechanics, Vibrations, Linear Algebra, Simulations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    387 reviews

    Intermediate · Course · 1 - 3 Months

  • 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 Management, Financial Forecasting, Business Mathematics, Financial Planning, Financial Modeling

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

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Genome Sequencing (Bioinformatics II)

    Skills you'll gain: Bioinformatics, Molecular Biology, Pharmacology, Infectious Diseases, Biotechnology, Computational Thinking, Algorithms, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    322 reviews

    Intermediate · 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, Technical Product Management, Professional Networking, Financial Analysis, Product Strategy, Product Requirements, Engineering Management, Product Development, 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
    ·
    913 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    The Museum of Modern Art

    Art & Ideas: Teaching with Themes

    Skills you'll gain: Art History, Liberal Arts, Lesson Planning, Aesthetics, Social Studies, Teaching, Student Engagement, Instructional Strategies, Curriculum Development, Student-Centred Learning, Cultural Diversity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    493 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera Project Network

    Prompt Engineering with GPT: Programming for Custom Content

    Skills you'll gain: Prompt Engineering, Generative AI, OpenAI, ChatGPT, Scripting, LLM Application, Python Programming, Application Programming Interface (API), Application Development, Machine Learning, Software Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    62 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Resilient Teaching Through Times of Crisis and Change: University of Michigan
  • Generative AI Essentials: Overview and Impact: University of Michigan
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera Project Network
  • Cybersecurity Compliance Framework, Standards & Regulations: IBM
  • Organisational design: Know your organisation: Macquarie University
  • Introduction to Python for Cybersecurity : Infosec
  • Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python: Ludwig-Maximilians-Universität München (LMU)
  • Foundational Finance for Strategic Decision Making: University of Michigan
  • Genome Sequencing (Bioinformatics II): University of California San Diego
  • Real-World Product Management: Advancing Women in Tech

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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