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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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    Coursera

    Evaluating LLM Performance and Efficiency

    Skills you'll gain: Product Requirements, Prompt Engineering, Prompt Patterns, LLM Application, Product Lifecycle Management, Process Design, Process Mapping, Token Optimization, User Requirements Documents, MLOps (Machine Learning Operations), Operational Efficiency, Business Process Automation, Product Management, Large Language Modeling, Model Optimization, Process Driven Development, Cost Containment, Process Optimization, Key Performance Indicators (KPIs), Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Strategy Implementation & Leadership in the Public Sector

    Skills you'll gain: Stakeholder Engagement, Strategic Leadership, Plan Execution, Drive Engagement, Organizational Strategy, Strategic Planning, Business Leadership, Stakeholder Management, Stakeholder Communications, Leadership and Management, Leadership, Program Implementation, Stakeholder Analysis, Business Strategy, Leadership Development, Strategic Decision-Making, Strategic Thinking, Public Administration, Learning Strategies, Organizational Change

    Advanced · Course · 1 - 3 Months

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    Packt

    Getting Started with Unity and Basic 2D/3D Game Development

    Skills you'll gain: Android Development, Unity Engine, Video Game Development, User Interface (UI), Mobile Development, Game Design, Software Installation, Development Environment, Scripting

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Oracle RAC Advanced Operations and Deployment Scenarios

    Skills you'll gain: Oracle Databases, Operational Databases, Package and Software Management, Scalability, Database Management Systems, Database Management, Database Architecture and Administration, Software Installation, Disaster Recovery, Performance Tuning, Verification And Validation

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Build Real-World Websites Using HTML5, CSS3, Sass and more

    Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Hypertext Markup Language (HTML), Web Design and Development, Web Development, Web Design, Front-End Web Development, Cloud Hosting, Web Presence, Animations, Code Reusability, Maintainability

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Build & Evaluate NLP Transformer Pipelines

    Skills you'll gain: Token Optimization, Large Language Modeling, LLM Application, Generative Model Architectures, Applied Machine Learning, Performance Metric, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Advanced Content Creation and Marketing Design in Canva

    Skills you'll gain: Canva (Software), Content Performance Analysis, Collaborative Software, Content Scheduling, Personalized Campaigns, Data-Driven Marketing, Marketing Strategies, Marketing Design, AI Personalization, Marketing Automation, Social Media Campaigns, Content Optimization, Motion Graphics, Campaign Planning, Content Creation, Digital Publishing, Campaign Management, Social Media Content, Content Development and Management, A/B Testing

    Advanced · Course · 1 - 3 Months

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    Packt

    Foundations of Data Structures & Algorithms

    Skills you'll gain: Data Structures, Algorithms, Java, Java Programming, Programming Principles, Computer Programming, Performance Tuning, Computational Thinking, Theoretical Computer Science, Solution Design

    Beginner · Course · 1 - 3 Months

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    John Wiley & Sons

    Professional Skills for Career Success

    Skills you'll gain: Lifelong Learning, Professionalism, Drive Engagement, Willingness To Learn, Client Services, Personal Development, Workplace inclusivity, Motivational Skills, Self-Motivation, Curiosity, Professional Development, Employee Engagement, Adaptability, Leadership, Emotional Intelligence, Mentorship, Performance Improvement, Critical Thinking and Problem Solving, Communication Strategies, Critical Thinking

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Architect AI Systems: From Concept to Code

    Skills you'll gain: Systems Architecture, AI Workflows, Process Modeling, Model Based Systems Engineering, System Design and Implementation, Systems Analysis, Enterprise Modeling, Model Training, Diagram Design, Dataflow, MLOps (Machine Learning Operations), Requirements Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    LearnKartS

    Backend Engineering with Node.js

    Skills you'll gain: Node.JS, Authentications, Cloud Deployment, Middleware, MongoDB, Server Side, Back-End Web Development, Role-Based Access Control (RBAC), Application Deployment, Full-Stack Web Development, API Testing, Authorization (Computing), Redis, JavaScript Frameworks, JSON, Database Management, TypeScript, Javascript, Database Design, Debugging

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Go (Golang) for the Absolute Beginners - Hands-On

    Skills you'll gain: Code Reusability, Programming Principles, Package and Software Management, Application Development

    Beginner · Course · 3 - 6 Months

1…717718719…784

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

  • Evaluating LLM Performance and Efficiency: Coursera
  • Strategy Implementation & Leadership in the Public Sector: John Wiley & Sons
  • Getting Started with Unity and Basic 2D/3D Game Development: Packt
  • Oracle RAC Advanced Operations and Deployment Scenarios: Packt
  • Build Real-World Websites Using HTML5, CSS3, Sass and more: Packt
  • Build & Evaluate NLP Transformer Pipelines: Coursera
  • Advanced Content Creation and Marketing Design in Canva: Board Infinity
  • Foundations of Data Structures & Algorithms: Packt
  • Professional Skills for Career Success: John Wiley & Sons
  • Architect AI Systems: From Concept to Code: Coursera

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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70 courses
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