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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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    Packt

    Practical Apps & Interaction Patterns

    Skills you'll gain: UI Components, Swift Programming, iOS Development, User Interface (UI), Mobile Development, Application Development, Interactive Design, Application Design, User Interface (UI) Design, Model View Controller, Application Programming Interface (API), Software Design, Restful API, Animations, Typography, Data Modeling

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Geliştiriciler İçin Sorumlu Yapay Zeka: Gizlilik ve Güvenlik

    Skills you'll gain: AI Security, Responsible AI, Cloud Security, Google Cloud Platform, Federated Learning, Generative AI, Information Privacy, Application Security, Data Ethics, Data Security, Model Training

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Data Store, AI Workflows, Feature Engineering, Data Modeling, Data Management, Data Storage, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    CertNexus

    DEBIZ (Exam DEB-110): Data Ethics for Business Professionals

    Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Legal Risk, Sustainable Development, Law, Regulation, and Compliance, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    ZFS on Linux - A Deep Dive into the Zettabyte File System

    Skills you'll gain: File Management, Operating Systems, Virtual Machines, Virtualization, Virtualization and Virtual Machines, Scalability

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Material Fundamentals - Procedural Textures in Blender 4.4

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

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 简体中文

    Skills you'll gain: Gemini, Google Gemini, Applied Machine Learning, Google Cloud Platform, Generative AI, Customer Relationship Management, Predictive Modeling, Query Languages, SQL, AI Integrations, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia

    Skills you'll gain: Responsible AI, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Data Modeling, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 日本語版

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Model Evaluation, Machine Learning Software, Data Integrity, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 繁體中文

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Model Evaluation

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Manage User Permissions

    Skills you'll gain: Collaborative Software, Data Integrity, Content Management Systems, Data Sharing, Security Controls, User Accounts, Authorization (Computing), Identity and Access Management, Data Management, Security Management, Data Access

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Learn Splunk in 2025 - The Essential Training Guide (V2)

    Skills you'll gain: Splunk, Software Installation, Analytics, Event Monitoring, Data Processing, Network Monitoring, Data Transformation, Application Deployment, Operating System Administration

    Intermediate · Course · 1 - 3 Months

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

  • Practical Apps & Interaction Patterns: Packt
  • Geliştiriciler İçin Sorumlu Yapay Zeka: Gizlilik ve Güvenlik: Google Cloud
  • MLOps with Vertex AI: Manage Features - 한국어: Google Cloud
  • DEBIZ (Exam DEB-110): Data Ethics for Business Professionals: CertNexus
  • ZFS on Linux - A Deep Dive into the Zettabyte File System: Packt
  • Material Fundamentals - Procedural Textures in Blender 4.4: Packt
  • Work with Gemini Models in BigQuery - 简体中文: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - Bahasa Indonesia: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - 日本語版: Google Cloud
  • Responsible AI for Developers: Fairness & Bias - 繁體中文: Google Cloud

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
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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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