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  • Unsupervised Learning

Unsupervised Learning Courses

Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Popular Unsupervised Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Creative Coding: Hands-On Python

    Skills you'll gain: Debugging, Unit Testing, Relational Databases, Object Oriented Programming (OOP), Data Visualization, Data Store, Object Oriented Design, Web Scraping, Database Management, Scatter Plots, Data Structures, Data Manipulation, SQL, File I/O, Test Case, Integrated Development Environments, Python Programming, Computer Programming, Program Development, Diversity and Inclusion

    3.8
    Rating, 3.8 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    S

    SkillUp

    Fundamentals of Data Science in Healthcare

    Skills you'll gain: Interoperability, Medical Privacy, Clinical Data Management, Data Cleansing, Data Preprocessing, Health Informatics, Feature Engineering, Data Transformation, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Quality, ICD Coding (ICD-9/ICD-10), Data Processing, Health Care, Health Information Management, Data Integration, Medical Records, Medical Coding, Data Validation, Electronic Medical Record, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Build a Blockchain-Based Stock Trading Website

    Skills you'll gain: UI Components, User Interface (UI), User Interface (UI) Design, Securities Trading, Driving engagement, User Flows, Web Design and Development, Financial Market, Application Deployment, Frontend Performance, Branding, Process Design

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Quantity Take-off (QTO) and Estimating Trades

    Skills you'll gain: Construction Estimating, Blueprint Reading, Estimation, Cost Estimation, Project Estimation, Engineering Plans And Specifications, Construction, General Construction and Construction Labor, Digital Analysis, Systems Of Measurement, Collaborative Software, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Python Scripting for DevOps

    Skills you'll gain: Scripting, Scripting Languages, Python Programming, Computer Programming Tools, Devops Tools, Software Development Tools, Data Structures, Programming Principles, Code Reusability, Program Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    31 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Kubernetes - Security, and Large-Scale Deployments

    Skills you'll gain: Kubernetes, Google Cloud Platform, YAML, Cloud Deployment, Data Persistence, Containerization, Application Deployment, Configuration Management, MongoDB, Infrastructure Security, Network Security, Data Storage, Application Security, Application Programming Interface (API), Scalability, Authentications

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    E

    EDUCBA

    Financial Statement Ratio Analysis Mastery

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Working Capital, Financial Analysis, Cash Management, Balance Sheet, Financial Reporting, Cash Flows, Income Statement, Business Metrics, Profit and Loss (P&L) Management, Return On Investment, Gross Profit, Operational Analysis, International Finance, Performance Measurement, Equities, Operational Efficiency, Accounts Receivable, Accounts Payable

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 6

    Skills you'll gain: Classical Music, Music Theory, Musical Composition, Instrumental Music, Music History, Music, Music Performance

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Social Media and Influencer Marketing

    Skills you'll gain: Social Media Campaigns, AI Personalization, Social Media Marketing, Generative AI, AI powered creativity, Personalized Campaigns, Trend Analysis, Social Media Analytics, Social Media, Content Performance Analysis, Social Media Management, Instagram, Social Media Content, Content Creation, Prompt Engineering Tools, Drive Engagement, Driving engagement, Automation, Creativity, Analytics

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Snowflake

    Building AI Agents with Snowflake

    Skills you'll gain: AI Orchestration, Agentic Workflows, AI Workflows, Model Context Protocol, LLM Application, Artificial Intelligence, Tool Calling, Agentic systems, Prompt Engineering, Data Integration, Model Evaluation, SQL, Unstructured Data

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Introducing Model-Driven Programmability

    Skills you'll gain: Network Model, Network Protocols, IT Automation, Network Routing, Data Modeling, Extensible Markup Language (XML), JSON, Automation, Restful API, Application Programming Interface (API), Configuration Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    C# .NET Practical Business & Utility Application Development

    Skills you'll gain: Database Design, Database Development, Database Management, Relational Databases, Database Application, Requirements Analysis, Application Deployment, C# (Programming Language), Data Validation, .NET Framework, ASP.NET, SQL, User Interface (UI), System Requirements, Functional Requirement, Full-Stack Web Development, Application Development, Systems Analysis, Business Logic, Software Development Life Cycle

    Beginner · Specialization · 1 - 3 Months

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

  • Creative Coding: Hands-On Python: University of Michigan
  • Fundamentals of Data Science in Healthcare: SkillUp
  • Build a Blockchain-Based Stock Trading Website: EDUCBA
  • Quantity Take-off (QTO) and Estimating Trades: University of California, Davis
  • Python Scripting for DevOps: Coursera
  • Advanced Kubernetes - Security, and Large-Scale Deployments: Packt
  • Financial Statement Ratio Analysis Mastery: EDUCBA
  • Exploring Beethoven's Piano Sonatas Part 6: Curtis Institute of Music
  • GenAI for Social Media and Influencer Marketing: Coursera
  • Building AI Agents with Snowflake: Snowflake

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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