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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: New
    New
    Status: Free Trial
    Free Trial
    S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Model Architectures, Generative AI, OpenAI, ChatGPT, Deep Learning, Real Time Data, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Responsible AI, Artificial Neural Networks, Image Analysis, Applied Machine Learning, Computer Vision, Machine Learning Methods, Unsupervised Learning, Natural Language Processing

    2.4
    Rating, 2.4 out of 5 stars
    ·
    6 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Microsoft Sentinel Skills

    Skills you'll gain: Security Information and Event Management (SIEM), Threat Detection, Microsoft Azure, Anomaly Detection, Cyber Threat Intelligence, Security Management, Application Deployment, Role-Based Access Control (RBAC), Incident Response, Query Languages

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Fundamentals of Finance

    Skills you'll gain: Capital Budgeting, Finance, Return On Investment, Equities, Corporate Finance, Financial Management, Financial Analysis, Business Valuation, Investments, Risk Analysis, Business Mathematics, Cash Flows

    4
    Rating, 4 out of 5 stars
    ·
    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    Cinematography & Videography Guide: Shot & Expert Tips

    Skills you'll gain: Videography, Photo/Video Production and Technology, Storyboarding, Video Production, Post-Production, Creativity, Storytelling, Content Creation

    Beginner · Course · 1 - 3 Months

  • C

    Coursera Project Network

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Data Cleansing, Text Mining, Data Manipulation, Data Analysis Software, Unstructured Data, Generative AI, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    330 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Introduction to Economic Theories

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

    4.5
    Rating, 4.5 out of 5 stars
    ·
    367 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    The Unix Workbench

    Skills you'll gain: GitHub, Unix, Git (Version Control System), Unix Commands, Bash (Scripting Language), Ubuntu, Command-Line Interface, Cloud Computing, Shell Script, Linux, Mac OS, Scripting, Scripting Languages, File Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Scrimba

    Fullstack Development

    Skills you'll gain: Prompt Engineering, Responsive Web Design, Node.JS, Command-Line Interface, TypeScript, Unit Testing, SQL, HTML and CSS, Web Content Accessibility Guidelines, Typography, Cascading Style Sheets (CSS), Ajax, React.js, User Interface and User Experience (UI/UX) Design, Hypertext Markup Language (HTML), JavaScript Frameworks, JSON, Generative AI, Database Design, Database Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    756 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, Machine Learning Algorithms, Data Analysis, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Methods, Statistical Modeling, Data Cleansing, Analytics, R (Software), Statistical Software, Regression Analysis, Probability & Statistics, Forecasting, Data Science, Bayesian Statistics, Machine Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    Intel

    Intel® AI Fundamentals

    Skills you'll gain: Artificial Intelligence, Business Technologies, Complex Problem Solving, Digital Transformation, Technology Strategies, Case Studies, Artificial Intelligence and Machine Learning (AI/ML), Business Intelligence, Strategic Thinking, AI Product Strategy, Customer Insights, Technology Solutions, Generative AI, Emerging Technologies, Responsible AI, Machine Learning, B2B Sales, Hardware Architecture, Computer Hardware, Business Research

    4.5
    Rating, 4.5 out of 5 stars
    ·
    586 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Interfacing with the Raspberry Pi

    Skills you'll gain: Internet Of Things, Application Programming Interface (API), TCP/IP, Electronics, Control Systems, Embedded Systems, USB, Networking Hardware, Electronic Systems, Hardware Design, Digital Communications, Computer Hardware, Python Programming, Servers

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.6K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Leading Teams

    Skills you'll gain: Team Building, Teamwork, Team Management, Team Leadership, Conflict Management, Team Motivation, Collaboration, Virtual Teams, Performance Management, Organizational Structure, Leadership, Innovation, People Development, Industrial and Organizational Psychology, Diversity and Inclusion, Goal Setting, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.3K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Microsoft Sentinel Skills: Packt
  • Fundamentals of Finance: University of Pennsylvania
  • Cinematography & Videography Guide: Shot & Expert Tips: Skillshare
  • ChatGPT for Beginners: Save time with Microsoft Excel: Coursera Project Network
  • Introduction to Economic Theories: Erasmus University Rotterdam
  • The Unix Workbench: Johns Hopkins University
  • Fullstack Development: Scrimba
  • Introduction to Data Science Techniques: Illinois Tech
  • Intel® AI Fundamentals: Intel

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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