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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


  • C

    Coursera

    Design & Secure LLM APIs for Scalability

    Skills you'll gain: API Design, Application Programming Interface (API), Cloud API, AI Security, Cloud Management, Security Controls, Application Performance Management, Load Balancing, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Google Gemini, Gemini, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Agentic Workflows, AI Orchestration, AI Enablement, Prompt Patterns, Enterprise Security, AI Integrations, Agentic systems, LLM Application, AI literacy, Artificial Intelligence, Customer experience improvement, Decision Making, Organizational Strategy, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    JavaScript Masterclass - Zero To Job Ready With 10 Projects

    Skills you'll gain: Webpack, Object Oriented Programming (OOP), Object Oriented Design, Full-Stack Web Development, JSON, Web Development Tools, Javascript, Event-Driven Programming, HTML and CSS, Application Programming Interface (API), Application Deployment, Web Applications, Web Development, Kanban Principles, Code Reusability, Hypertext Markup Language (HTML), Browser Compatibility, Programming Principles, Data Persistence, GitHub

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Create Image Captioning Models - בעברית

    Skills you'll gain: Model Training, Image Analysis, Generative Model Architectures, Deep Learning, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Recurrent Neural Networks (RNNs)

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    AJAX Next Level: Authentication, Servers, Projects & More

    Skills you'll gain: Server Side, Restful API, Apache, Full-Stack Web Development, API Design, Node.JS, Web Servers, Postman API Platform, Authentications, Application Programming Interface (API), Web Applications, Back-End Web Development, Web Development Tools, Frontend Integration, API Testing, Web Development, Javascript, JSON, Application Security, PHP (Scripting Language)

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Fine-tuning Text Models with PEFT

    Skills you'll gain: Fine-tuning, Model Optimization, Model Training, Generative AI, Model Evaluation, Large Language Modeling, Version Control, Performance Tuning, Development Environment, Data Preprocessing, Natural Language Processing, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Bootstrap 5 From Scratch - Build 5 Modern Websites

    Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, UI Components, HTML and CSS, Application Deployment, Cloud Deployment, Web Design, Cascading Style Sheets (CSS), Web Development, Front-End Web Development, Javascript, Cloud Hosting, User Interface (UI), Hypertext Markup Language (HTML), Typography, Animations

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Game Development Patterns with Godot 4

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Software Design Patterns, Game Design, Maintainability, Code Reusability, Software Design, Software Architecture, Video Game Development, Programming Principles, Animation and Game Design, Event-Driven Programming, Game Theory, Data Persistence, Artificial Intelligence, Animations, Algorithms

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Emotional Intelligence for Leaders and Managers

    Skills you'll gain: Active Listening, Trustworthiness, Drive Engagement, Compassion, Workplace inclusivity, Diversity and Inclusion, Organizational Leadership, Strategic Leadership, Leadership Development, Internal Communications, Leadership and Management, Empathy & Emotional Intelligence, Emotional Intelligence, Team Building, Empathy, Self-Awareness, Leadership, Cultural Diversity, Culture Transformation, Collaboration

    Mixed · Course · 3 - 6 Months

  • C

    Coursera

    Ethics and Safety in Open AI

    Skills you'll gain: Responsible AI, AI Security, Generative AI, Data Ethics, Threat Modeling, General Data Protection Regulation (GDPR), Security Testing, Model Evaluation, Open Source Technology, Metadata Management, Data Integrity, Data Validation, Cryptographic Protocols

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Content for Practitioners: Software

    Skills you'll gain: LangChain, GitHub Copilot, Agentic Workflows, CI/CD, LangGraph, AI Workflows, AI Integrations, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, Test Automation, Maintainability, Agentic systems, Continuous Monitoring, Technology Strategies, Scalability, Risk Management Framework

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fred Hutchinson Cancer Center

    Data Management and Sharing for NIH Proposals

    Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Clinical Data Management, Data Ethics, Health Care Procedure and Regulation

    Beginner · Course · 1 - 4 Weeks

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

  • Design & Secure LLM APIs for Scalability: Coursera
  • Generative AI Leader: Google Cloud
  • JavaScript Masterclass - Zero To Job Ready With 10 Projects: Packt
  • Create Image Captioning Models - בעברית: Google Cloud
  • AJAX Next Level: Authentication, Servers, Projects & More: Packt
  • Fine-tuning Text Models with PEFT: Coursera
  • Bootstrap 5 From Scratch - Build 5 Modern Websites: Packt
  • Game Development Patterns with Godot 4: Packt
  • Emotional Intelligence for Leaders and Managers: Packt
  • Ethics and Safety in Open AI: 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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