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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

    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, Diversity Awareness, Leadership and Management, Empathy & Emotional Intelligence, Emotional Intelligence, Team Building, Empathy, Self-Awareness, Leadership, Culture Transformation, Collaboration

    Mixed · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    Agentic AI: Actor Models and Subagent Architecture

    Skills you'll gain: Agentic Workflows, AI Workflows, Agentic systems, AI Orchestration, Claude Code, Generative AI Agents, Rust (Programming Language), Distributed Computing, Anthropic Claude, Go (Programming Language), LLM Application, Software Architecture, Artificial Intelligence, Software Design Patterns, Large Language Modeling, Scalability, TypeScript, Supervised Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Practical IT Service Management

    Skills you'll gain: Capacity Management, Information Technology Infrastructure Library, IT Service Management, Service Management, Problem Management, Change Control, IT Management, Service Level, Security Management, Capacity Planning, Incident Management, Service Level Agreement, Change Management, Change Requests, Information Technology Operations, Information Assurance, Security Controls, Organizational Change, Help Desk Support, Computer Security Incident Management

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Skillshare

    Film Photography: Exposure, Metering & Key Skills

    Skills you'll gain: Photography, Image Quality, Photo/Video Production and Technology, Creative Design

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universitat Politècnica de València

    Introducción a R para ciencia de datos

    Skills you'll gain: Plot (Graphics), R Programming, R (Software), Statistical Analysis, Ggplot2, Data Import/Export, Statistical Methods, Statistical Programming, Model Training, Data Structures, Programming Principles, Data Analysis, Machine Learning Methods, Data Visualization, Data Preprocessing, Data Science, Model Evaluation, Machine Learning, Data Manipulation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    生成式 AI:剖析基本概念

    Skills you'll gain: Responsible AI, Generative AI, Generative Model Architectures, AI Security, Google Cloud Platform, AI literacy, AI Integrations, Data Literacy, Large Language Modeling, Unstructured Data, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Apply SOLID Design to Optimize Java ML

    Skills you'll gain: Apache Maven, Maintainability, Java Programming, Gradle, Software Design, Software Design Patterns, Software Architecture, Build Tools, Object Oriented Design, Object Oriented Programming (OOP), Machine Learning Methods, Integration Testing, Dependency Analysis, User Interface (UI) Design, Design Strategies, Design Elements And Principles, Program Evaluation, Automation

    Advanced · Course · 1 - 4 Weeks

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

    Coursera

    Preparing Text for AI Models

    Skills you'll gain: Data Ethics, Data Validation, Generative AI, Prompt Engineering, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Text Mining, Data Processing, Hugging Face, Data Collection, Token Optimization, Unstructured Data, Fine-tuning, Data Transformation, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Validate and Explain Your ML Models

    Skills you'll gain: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Decision-Making in Dynamic Environments

    Skills you'll gain: Reinforcement Learning, Decision Intelligence, Responsible AI, Agentic systems, Data Ethics, Artificial Intelligence, Machine Learning Methods, Distributed Computing, AI Security, Model Training

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    W

    Whizlabs

    Getting Started with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Responsible AI, Retrieval-Augmented Generation, AI Orchestration, Amazon Web Services, AI Workflows, Agentic Workflows, Generative AI, AI Security, Generative AI Agents, Model Evaluation, Automation, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

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

    John Wiley & Sons

    Foundations of Strategic Planning for Public & Nonprofits

    Skills you'll gain: Strategic Planning, Organizational Strategy, Case Studies, Business Planning, Stakeholder Engagement, Resource Allocation, Stakeholder Management, Resource Management, Strategic Leadership, Resource Planning, Stakeholder Analysis, Leadership and Management, Strategic Thinking, Systems Thinking, Mitigation, Non-Profit Accounting, Strategic Decision-Making, Organizational Change, Public Administration, Leadership Development

    Beginner · Course · 1 - 4 Weeks

1…722723724…796

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

  • Emotional Intelligence for Leaders and Managers: Packt
  • Agentic AI: Actor Models and Subagent Architecture: Pragmatic AI Labs
  • Practical IT Service Management: Packt
  • Film Photography: Exposure, Metering & Key Skills: Skillshare
  • Introducción a R para ciencia de datos: Universitat Politècnica de València
  • 生成式 AI:剖析基本概念: Google Cloud
  • Apply SOLID Design to Optimize Java ML: Coursera
  • Preparing Text for AI Models: Coursera
  • Validate and Explain Your ML Models: Coursera
  • Decision-Making in Dynamic Environments: LearnQuest

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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