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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


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    EDUCBA

    Build a Hospital Management System with Entity Framework

    Skills you'll gain: Data Validation, Object-Relational Mapping, Database Design, Back-End Web Development, Data Modeling, Data Integrity, Health Informatics, Database Development, Program Development, Application Development, Software Architecture, Application Frameworks, Database Application, Database Systems, Operational Databases, Data Persistence, Database Management Systems, Health Care, Database Management, .NET Framework

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Robotic Mapping and Trajectory Generation

    Skills you'll gain: Machine Controls, Robotics, Control Systems, Engineering, Scientific, and Technical Instruments, Applied Mathematics, Linear Algebra, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Build & Deploy a Tomcat Website: Design, Develop, Deliver

    Skills you'll gain: Server Side, Application Deployment, Apache Tomcat, Back-End Web Development, Web Design, Front-End Web Development, Web Design and Development, Application Servers, HTML and CSS, Web Development, Web Applications, Email Automation, Usability, Java Platform Enterprise Edition (J2EE), UI Components

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Real-Time Project for Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Architecture, Software Design, System Design and Implementation, System Programming, Systems Analysis, Embedded Systems, Requirements Analysis, Operating Systems, Linux, System Requirements, Verification And Validation, Real Time Data, Performance Tuning, Application Performance Management, Performance Testing, System Monitoring, Systems Integration, Computer Vision

    3.9
    Rating, 3.9 out of 5 stars
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    9 reviews

    Advanced · Course · 1 - 3 Months

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    Packt

    Microsoft Power BI - The Complete Masterclass - 2026 EDITION

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Pivot Tables And Charts, Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Data Integration, Dashboard, Role-Based Access Control (RBAC), Data Import/Export, Relational Databases, Security Controls

    Intermediate · Course · 3 - 6 Months

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    SkillsBooster Academy

    Perplexity AI: A Comprehensive Guide to Generative AI

    Skills you'll gain: Prompt Engineering, AI Personalization, Content Creation, Campaign Management, Keyword Research, Marketing, Generative AI Agents, Email Marketing, Digital Marketing, Search Engine Optimization, Artificial Intelligence and Machine Learning (AI/ML), Business Marketing, Content Marketing, ChatGPT, Social Media Marketing, Business Process Automation, Automation, Market Trend, Business, Business Management

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Exam Prep DP-300: Azure Database Administrator Associate

    Skills you'll gain: Database Administration, Microsoft SQL Servers, Microsoft Azure, Database Management, Operational Databases, Transact-SQL, Database Architecture and Administration, Database Management Systems, Performance Tuning, SQL, Cloud Computing, Security Controls, Azure Active Directory, Cloud Security, Disaster Recovery, Data Migration, Data Security, Virtual Machines

    3.9
    Rating, 3.9 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Intro to Natural Language Processing in Microsoft Azure

    Skills you'll gain: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, AI Workflows, Analytics, Application Development

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Universidades Anáhuac

    Impacto de la IA en la Innovación de Negocios

    Skills you'll gain: Innovation, Entrepreneurship, Artificial Intelligence, New Product Development, Business Transformation, Business Modeling, Business Strategies, Case Studies, Product Development, Emerging Technologies, Digital Transformation, Prototyping, Organizational Change, Algorithms, AI literacy, Machine Learning Algorithms, Big Data, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Build a CMS Website from Scratch

    Skills you'll gain: Usability, Content Management Systems, Content Management, Web Design, Web Content, Web Design and Development, Web Development, Web Components, Development Environment, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Power BI Developer

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Business Intelligence, Data Modeling, Data Storytelling, Extract, Transform, Load, Data Transformation, Data Visualization, Snowflake Schema, Business Analytics, Data Lakes, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Data Analysis, Data Governance, Python Programming, Generative AI, Artificial Intelligence, Data Security

    3.6
    Rating, 3.6 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Building AI Agents for Complex Tasks

    Skills you'll gain: AI Orchestration, AI Workflows, LLM Application, Agentic Workflows, Generative AI Agents, Agentic systems, Tool Calling, LangChain, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Memory Management, Model Evaluation, Context Management, Performance Testing, Development Testing, Debugging

    Intermediate · Course · 1 - 4 Weeks

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

  • Build a Hospital Management System with Entity Framework: EDUCBA
  • Robotic Mapping and Trajectory Generation: University of Colorado Boulder
  • Build & Deploy a Tomcat Website: Design, Develop, Deliver: EDUCBA
  • Real-Time Project for Embedded Systems: University of Colorado Boulder
  • Microsoft Power BI - The Complete Masterclass - 2026 EDITION: Packt
  • Perplexity AI: A Comprehensive Guide to Generative AI: SkillsBooster Academy
  • Exam Prep DP-300: Azure Database Administrator Associate: Whizlabs
  • Intro to Natural Language Processing in Microsoft Azure: Microsoft
  • Impacto de la IA en la Innovación de Negocios: Universidades Anáhuac
  • Build a CMS Website from Scratch: EDUCBA

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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