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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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    Packt

    Interactive Web Content Using AJAX and JSON in JavaScript

    Skills you'll gain: Application Programming Interface (API), Web Development, Development Environment, Web Applications, Hypertext Markup Language (HTML), GitHub, Data Structures

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    The Beginners Cyber Security Awareness Training Course

    Skills you'll gain: Computer Security Awareness Training, Security Awareness, Cyber Attacks, Email Security, Cybersecurity, Malware Protection, Human Factors (Security), Encryption, Threat Detection, Multi-Factor Authentication, Internet Of Things, Information Privacy, Network Security, Personally Identifiable Information, Authentications, Data Security, Security Controls, Mobile Security, Identity and Access Management, Incident Response

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
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    Packt

    Android App Development from Base44 to Compose

    Skills you'll gain: Android Jetpack, Android Studio, Android Development, Kotlin, Mobile Development, UI Components, Application Frameworks, Mobile Development Tools, Prototyping, User Interface (UI), Application Development, Animations, User Interface (UI) Design, Data Management, Development Environment, Responsive Web Design, Programming Principles, Interactive Design

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Optimize Java Memory for ML Performance

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Containerization, Model Optimization, Performance Tuning, Memory Management, Docker (Software), Java, Java Programming, Artificial Intelligence and Machine Learning (AI/ML), Analysis, Data Structures

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    Probabilistic Graphical Models: A Compact Introduction

    Skills you'll gain: Bayesian Network, Bayesian Statistics, Network Model, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Predictive Modeling, Markov Model, Statistical Modeling, Statistical Inference, Graph Theory, Sampling (Statistics), Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    MCP Developer Blueprint: AI-Powered Automation & Integration

    Skills you'll gain: Model Context Protocol, AI Integrations, Email Automation, GitHub, Version Control, Gmail, Automation, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Application Programming Interface (API), API Testing, Software Development Tools, Containerization, Cloud Development, Development Environment, File Management

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Introduction to Chatbots - Build Your First AI Assistant

    Skills you'll gain: Google Gemini, Model Deployment, Development Environment, Gemini, Cloud Deployment, LLM Application, Artificial Intelligence, Large Language Modeling, Generative AI, Application Deployment, AI Workflows, AI Personalization, AI Integrations, Application Development, Software Architecture, AI literacy, Software Development Tools, Software Installation

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    L

    Logical Operations

    Microsoft Office PowerPoint 2021–2024: Part 1

    Skills you'll gain: Presentations, Microsoft PowerPoint, Editing, Microsoft 365, Proofreading, Productivity Software, Diagram Design, Graphics Software, Multimedia, Graphic and Visual Design, Data Visualization, User Interface (UI)

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Introduction to Website Development Technologies

    Skills you'll gain: Hypertext Markup Language (HTML), Bootstrap (Front-End Framework), Web Design and Development, Development Environment, HTML and CSS, Responsive Web Design, Version Control, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Git (Version Control System), Application Deployment, Software Development Tools, Integrated Development Environments, Web Development Tools, Cloud Hosting

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Statistical Tests for Market Research

    Skills you'll gain: Statistical Hypothesis Testing, A/B Testing, Quantitative Research, Data-Driven Decision-Making, Customer Analysis, Statistical Methods, Market Research, Statistical Software, Statistical Analysis, Statistical Reporting, Business Analytics, Market Analysis, Probability & Statistics, Customer Insights, Statistical Inference, Analytics, Data Analysis, Descriptive Statistics, Data Analysis Software, Spreadsheet Software

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Test & Debug Java ML Pipelines

    Skills you'll gain: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, DevOps, Debugging, Code Coverage, Test Engineering, Data Pipelines

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    I

    Imperial College London

    Mission Led Innovation: Designing a Sustainable Future

    Skills you'll gain: Creativity, Innovation, Design Thinking, Sustainable Design, Research and Design, Solution Design, Sustainable Development, Scalability, Social Impact, Business Architecture, Human Centered Design, Sustainable Systems, Prototyping, Environmental Issue

    Beginner · Course · 1 - 3 Months

1…768769770…798

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

  • Interactive Web Content Using AJAX and JSON in JavaScript: Packt
  • The Beginners Cyber Security Awareness Training Course: Packt
  • Android App Development from Base44 to Compose: Packt
  • Optimize Java Memory for ML Performance: Coursera
  • Probabilistic Graphical Models: A Compact Introduction: Coursera
  • MCP Developer Blueprint: AI-Powered Automation & Integration: Packt
  • Introduction to Chatbots - Build Your First AI Assistant: Packt
  • Microsoft Office PowerPoint 2021–2024: Part 1: Logical Operations
  • Introduction to Website Development Technologies: Packt
  • Statistical Tests for Market Research: 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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