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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


  • Status: Free Trial
    Free Trial
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    DeepLearning.AI

    Advanced Deployment Scenarios with TensorFlow

    Skills you'll gain: Model Deployment, Federated Learning, Tensorflow, Transfer Learning, Model Training, MLOps (Machine Learning Operations), Model Evaluation, Fine-tuning, Machine Learning, Information Privacy, Embeddings

    4.8
    Rating, 4.8 out of 5 stars
    ·
    512 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Technion - Israel Institute of Technology

    Nanotechnology and Nanosensors, Part1

    Skills you'll gain: Materials science, Semiconductors, Innovation, Emerging Technologies, Biomedical Engineering, Chemistry, Electronics, Electrical Engineering, Analytical Testing, Electronic Components, Manufacturing Processes, Analytical Chemistry, Chemical Engineering

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    A

    Multiple educators

    DeepLearning.AI Data Engineering

    Skills you'll gain: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    619 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Duke University

    Human Factors in AI

    Skills you'll gain: Responsible AI, Data Ethics, Experience Design, User Experience Design, Human Centered Design, Human Factors, Decision Intelligence, Information Privacy, Design Thinking, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Automation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    249 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
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    Sage Publications

    Strategic Human Capital Management in Banking

    Skills you'll gain: Performance Appraisal, Performance Management, Talent Management, HR Tech, Talent Acquisition, Talent Recruitment, Employee Engagement, Talent Pipelining, Human Resources, Staff Management, Banking, Human Resource Strategy, Organizational Change, Culture Transformation, Human Resources Management and Planning, Banking Services, Human Capital, Strategic Leadership, Strategic Planning, Management Reporting

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Create & Evaluate Advanced SketchUp 3D Models

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Spatial Data Analysis, Architectural Drawing, Geospatial Mapping, Architectural Design, Spatial Analysis, 3D Assets, AutoCAD, Visualization (Computer Graphics), Data Mapping, Design Software, Technical Design, Layout Design, Computer Graphic Techniques, Graphic and Visual Design, Technical Communication, Computer Graphics, Color Theory, Microsoft Office

    4.8
    Rating, 4.8 out of 5 stars
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    48 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    Advanced AI Security, Automation, Governance, and Compliance

    Skills you'll gain: Responsible AI, AI Security, DevSecOps, Cyber Governance, Security Management, Secure Coding, Governance Risk Management and Compliance, Compliance Management, Law, Regulation, and Compliance, Governance, Data Governance, Security Controls, Risk Management Framework, Risk Mitigation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Distributed Denial-Of-Service (DDoS) Attacks, Risk Management, Risk Analysis, CI/CD

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Microsoft

    Software Testing Fundamentals and Methodologies

    Skills you'll gain: Software Testing, Software Quality Assurance, Acceptance Testing, System Testing, Functional Testing, Software Quality (SQA/SQC), Quality Assurance, Behavior-Driven Development, Unit Testing, Verification And Validation, Test Tools, Test Planning, Integration Testing, User Acceptance Testing (UAT), Test Case, Software Development Life Cycle, Systems Development Life Cycle, User Story, Development Environment, Quality Control

    Beginner · Course · 1 - 3 Months

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

    Chegg Skills

    Practical Prompt Engineering with AI

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, AI literacy, Multimodal Prompts, AI Workflows, Anthropic Claude, Data Visualization, Generative AI, Data Analysis, Productivity, Communication, Business Communication, Artificial Intelligence, Business Process Automation, Content Creation, Research, Critical Thinking, Problem Solving, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
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    Packt

    The GitHub Copilot Handbook

    Skills you'll gain: GitHub Copilot, Model Context Protocol, Prompt Engineering, GitHub, Generative AI Agents, Generative AI, AI Enablement, Integrated Development Environments, Collaborative Software, AI Workflows, Responsible AI, Large Language Modeling, Software Development Tools, LLM Application, Collaboration, Context Engineering, AI Integrations, Software Development Life Cycle, Code Review, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Climate Change Programs, Energy and Utilities, Data Visualization, Pandas (Python Package), Environmental Issue, Climate Change Mitigation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 1 - 3 Months

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

    Coursera

    Automate Workflow Actions

    Skills you'll gain: Marketing Automation, HubSpot CRM, Email Marketing, Email Automation, Marketing Operations, Content Performance Analysis, Conversion Funnel Analysis, Marketing Effectiveness, Customer Communications Management, Business Workflow Analysis, Marketing Analytics, Workflow Management, Customer Engagement, Personalized Campaigns, Performance Analysis, Process Design, Customer experience improvement, Automation, Marketing, Business Logic

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced Deployment Scenarios with TensorFlow: DeepLearning.AI
  • Nanotechnology and Nanosensors, Part1: Technion - Israel Institute of Technology
  • DeepLearning.AI Data Engineering: DeepLearning.AI
  • Human Factors in AI: Duke University
  • Strategic Human Capital Management in Banking: Sage Publications
  • Create & Evaluate Advanced SketchUp 3D Models: EDUCBA
  • Advanced AI Security, Automation, Governance, and Compliance: Packt
  • Software Testing Fundamentals and Methodologies: Microsoft
  • Practical Prompt Engineering with AI: Chegg Skills
  • The GitHub Copilot Handbook: Packt

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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