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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


  • P

    Packt

    Security, Automation and Optimization on AWS

    Skills you'll gain: AWS CloudFormation, Amazon Web Services, Amazon CloudWatch, Amazon Elastic Compute Cloud, Infrastructure as Code (IaC), Cloud Management, Cloud Deployment, Cloud Computing Architecture, Cloud Security, Security Controls, Key Management, Continuous Monitoring, Event Monitoring, Encryption

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • J

    John Wiley & Sons

    Technology-Specific Secure Coding: Languages and Frameworks

    Skills you'll gain: Secure Coding, Application Security, Mobile Security, Vulnerability Assessments, Vulnerability Management, Application Frameworks, Risk Management Framework, Cyber Security Policies, Computer Security, C and C++, Java Programming, C++ (Programming Language), PHP (Scripting Language), Python Programming, C (Programming Language), Memory Management

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - Indonesia

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, AI literacy, Business Ethics, Google Cloud Platform, Ethical Standards And Conduct, Accountability Frameworks, Accountability, Social Impact, Case Studies

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Blender Geometry Nodes – Procedural Bridge Basics

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics)

    Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Data Wrangling for Business

    Skills you'll gain: Data Wrangling, Data Manipulation, Data Transformation, Data Integration, Extract, Transform, Load, Data Processing, Data Preprocessing, Data Cleansing, Data Quality, Alteryx, SQL, Data-Driven Decision-Making, Business Analysis, Data Pipelines, Relational Databases, Data Integrity, Query Languages, Internal Communications, Python Programming, Automation

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    Google Cloud 資料分析簡介

    Skills you'll gain: Dashboard Creation, Looker (Software), Dashboard, Data Analysis, Data Presentation, Analytics, SQL, Data Preprocessing, Google Cloud Platform, Interactive Data Visualization, Big Data, Data Visualization Software, Query Languages, Exploratory Data Analysis, Applied Machine Learning, Data Warehousing, Data Processing, Cloud Storage

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Trabaja con Notebooks en Vertex AI

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Jupyter, AI Workflows, Model Deployment, Google Cloud Platform, Data Preprocessing, Virtual Machines, Computing Platforms, Development Environment, Collaborative Software

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Functional JavaScript with Ramda – 2026 Guide

    Skills you'll gain: Code Reusability, Functional Design, Javascript, Programming Principles, Maintainability, Debugging

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - Français

    Skills you'll gain: Google Gemini, Gemini, Advanced Analytics, Marketing Analytics, Analytics, Data-Driven Marketing, Customer Analysis, Generative AI, Data Analysis, Customer Insights, Google Cloud Platform, Customer Data Management, Predictive Modeling, Customer Acquisition Management, Forecasting

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science

    Graduate Certificate · 6 - 12 Months

    Category: Credit offered
    Credit offered
  • P

    Packt

    Node.js in Action: Real-World Development

    Skills you'll gain: Node.JS, TypeScript, Secure Coding, OAuth, Data Validation, Full-Stack Web Development, Web Applications, Application Security, Authentications, Web Development, Back-End Web Development, Single Sign-On (SSO), Javascript, Data Modeling, Data Migration, Application Deployment, API Design, E-Commerce, Configuration Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    AI Infrastructure:AI Hypercomputer 简介

    Skills you'll gain: Google Cloud Platform, Model Deployment, Cloud Infrastructure, Cloud Deployment, Model Optimization, Infrastructure Architecture, Computer Architecture, Hardware Architecture, Model Training, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

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

  • Security, Automation and Optimization on AWS: Packt
  • Technology-Specific Secure Coding: Languages and Frameworks: John Wiley & Sons
  • Responsible AI: Applying AI Principles with GC - Indonesia: Google Cloud
  • Blender Geometry Nodes – Procedural Bridge Basics: Packt
  • Data Wrangling for Business: Northeastern University
  • Google Cloud 資料分析簡介: Google Cloud
  • Trabaja con Notebooks en Vertex AI: Google Cloud
  • Functional JavaScript with Ramda – 2026 Guide: Packt
  • Gemini for Data Scientists and Analysts - Français: Google Cloud
  • Data Science Graduate Certificate: University of Colorado Boulder

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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