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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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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 8

    Skills you'll gain: Lightweight Directory Access Protocols, Git (Version Control System), Authentications, Collaborative Software, Linux Servers, Linux Administration, Version Control, Authorization (Computing), Open Source Technology

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    AWS: Database

    Skills you'll gain: Amazon DynamoDB, NoSQL, Database Management Systems, Databases, Database Architecture and Administration, Redis, Data Store, Relational Databases, Database Management, Operational Databases, Real Time Data, Database Design, Performance Tuning, Transaction Processing, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Generative AI for Customer Service Automation

    Skills you'll gain: Miro AI, Customer Engagement, Responsible AI, AI Product Strategy, No-Code Development, Customer experience improvement, Email Automation, Customer Service, Customer Analysis, Automation, Generative AI, Customer Data Management, Customer Communications Management, Customer Relationship Management (CRM) Software, Customer Support, Workflow Management, Artificial Intelligence, Customer and Client Support, Agentic systems, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Spring Boot Microservices with Spring Cloud!

    Skills you'll gain: Application Deployment, Software As A Service, Distributed Computing, Service Oriented Architecture, Cloud Computing Architecture, Application Development

    Intermediate · Course · 3 - 6 Months

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    University of the Arts London

    Creative AI: Text and Transformations

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, ChatGPT, OpenAI, Artificial Intelligence, Responsible AI, Natural Language Processing, Data Ethics, Recurrent Neural Networks (RNNs)

    Beginner · Course · 1 - 4 Weeks

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    Amazon Web Services

    Using Amazon Q to Enhance Applications and Developer Productivity

    Skills you'll gain: Code Review, Process Driven Development, Software Development Tools, AI Workflows, Program Development

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Core Game Setup and Basic Horror Mechanics

    Skills you'll gain: Unreal Engine, Virtual Environment, Video Game Development, Game Design, Interactive Design, Animation and Game Design, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI and its Impact on Cybersecurity

    Skills you'll gain: MITRE ATT&CK Framework, AI Security, Cyber Threat Intelligence, Cybersecurity, Threat Modeling, Threat Detection, Responsible AI, Artificial Intelligence, Anomaly Detection, Data Ethics

    Intermediate · Course · 1 - 3 Months

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    Packt

    Web3 Development for Beginners - No Coding Skills Required

    Skills you'll gain: Blockchain, FinTech, Software Development Tools, Transaction Processing, Web Development, Program Development, Web Applications, Node.JS, Emerging Technologies, Scalability, Javascript, Application Deployment, Computer Programming, Market Dynamics

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Game Mechanics with Python and Pygame

    Skills you'll gain: Animation and Game Design, Video Game Development, 3D Assets, Event-Driven Programming, Animations, Game Design, Graphics Software, Computer Graphics, Visualization (Computer Graphics), Interactive Design, Computer Graphic Techniques, User Interface (UI), User Interface (UI) Design, UI Components, Program Development, Python Programming, Application Design, Development Environment, Debugging, Development Testing

    Beginner · Specialization · 1 - 3 Months

  • Status: Free
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    Coursera

    Material Design 3 for Beginners : Customizing Components

    Skills you'll gain: Figma (Design Software), User Experience Design, User Centered Design, Design, Web Design, Layout Design, Style Guides, Typography

    Intermediate · Guided Project · Less Than 2 Hours

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    Advancing Women in Tech

    Real-World Cybersecurity Leadership

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Vendor Management, Business Priorities, Cyber Security Assessment, Enterprise Security, Security Management, Security Awareness, Information Systems Security, Technical Consulting, Business Risk Management, Business Communication, Strategic Leadership, Leadership and Management, Risk Management, Business Metrics, Team Leadership, Compliance Auditing, Information Technology, Artificial Intelligence and Machine Learning (AI/ML)

    Beginner · Specialization · 3 - 6 Months

Searches related to unsupervised learning

supervised learning
unsupervised learning, recommenders, reinforcement learning
supervised machine learning
unsupervised machine learning
supervised machine learning: regression and classification
supervised and unsupervised learning
supervised machine learning: regression
unsupervised algorithms in machine learning
1…489490491…543

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

  • Linux Foundation Certified System Administrator (LFCS): Unit 8: Pearson
  • AWS: Database: Whizlabs
  • Generative AI for Customer Service Automation : Edureka
  • Spring Boot Microservices with Spring Cloud!: Packt
  • Creative AI: Text and Transformations: University of the Arts London
  • Using Amazon Q to Enhance Applications and Developer Productivity: Amazon Web Services
  • Core Game Setup and Basic Horror Mechanics: Packt
  • Generative AI and its Impact on Cybersecurity: Packt
  • Web3 Development for Beginners - No Coding Skills Required: Packt
  • Game Mechanics with Python and Pygame: 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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