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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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    Adobe

    Exploring Design Basics with Adobe Express

    Skills you'll gain: Color Theory, Typography, Visual Design, Digital Design, Design, Graphic Design, Adobe Creative Cloud, Design Elements And Principles, Content Creation, Branding

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Introduction to Python

    Skills you'll gain: Data Science, Web Development, Python Programming, Programming Principles, Artificial Intelligence, Computer Programming, Application Development, Scientific Visualization, Scripting

    4.5
    Rating, 4.5 out of 5 stars
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    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

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    IBM

    Hands-on Introduction to Linux Commands and Shell Scripting

    Skills you'll gain: Linux Commands, Bash (Scripting Language), Shell Script, File Management, Linux, Unix Commands, Linux Servers, Scripting, Command-Line Interface, Ubuntu, Scripting Languages, Unix, Operating Systems, Network Protocols, Automation, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Generative AI for Customer Service Automation

    Skills you'll gain: Customer Engagement, Responsible AI, Data Ethics, No-Code Development, Customer experience improvement, Email Automation, Customer Service, Business Process Automation, Customer Analysis, Automation, Generative AI, Customer Data Management, Customer Communications Management, Customer Relationship Management (CRM) Software, Customer Support, Workflow Management, Artificial Intelligence, Customer and Client Support, Agentic systems, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Kubernetes Mastery: Build, Deploy & Troubleshoot Apps

    Skills you'll gain: Kubernetes, Application Deployment, Containerization, Prometheus (Software), CI/CD, Devops Tools, Cloud-Native Computing, Docker (Software), Amazon Web Services, DevOps, YAML, Scenario Testing, Role-Based Access Control (RBAC), Cloud Infrastructure, Network Troubleshooting, Ubuntu, Infrastructure Architecture, Linux Administration, System Monitoring, Development Environment

    Beginner · Specialization · 1 - 3 Months

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    Airbus Beyond

    Airbus Supply Chain Specialist

    Skills you'll gain: Procurement, Order Management, Inventory Management, Supply Chain Management, Supply Chain, Inventory Control, Production Planning, Contract Management, Supply Management, Sustainability Reporting, Supplier Performance Management, Sustainability Standards, Logistics Management, Supply Chain Systems, Environmental Management Systems, Environmental Social And Corporate Governance (ESG), Logistics, Risk Management, Negotiation, Billing & Invoicing

    Beginner · Professional Certificate · 3 - 6 Months

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    Johns Hopkins University

    The Unix Workbench

    Skills you'll gain: GitHub, Unix, Git (Version Control System), Unix Commands, Bash (Scripting Language), Ubuntu, Command-Line Interface, Cloud Computing, Shell Script, Linux, Mac OS, Scripting, Scripting Languages, File Management

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    SQL Server Course for Beginners with 100+ examples

    Skills you'll gain: Query Languages, Databases

    Beginner · Course · 1 - 3 Months

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    Packt

    CCNA Cybersecurity (200-201) - Video Training Series

    Skills you'll gain: Cybersecurity, Cyber Governance, Cyber Attacks, Endpoint Security, Threat Detection, Incident Response, Cyber Security Assessment, Malware Protection, Network Security, Security Management, Information Systems Security, Computer Security, Intrusion Detection and Prevention, Threat Management, Firewall, Network Analysis, Encryption

    Intermediate · Course · 1 - 3 Months

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    Packt

    AWS Certified Solutions Architect Associate (SAA-C03)

    Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Identity and Access Management, Amazon Elastic Compute Cloud, Amazon CloudWatch, Amazon S3, Cloud Computing, AWS CloudFormation, Relational Databases, Public Cloud, Cloud Computing Architecture, Amazon DynamoDB, Application Deployment, Database Management Systems, Database Architecture and Administration, Virtual Local Area Network (VLAN), Network Security, Network Architecture, Cloud Infrastructure, Cloud Storage

    Intermediate · Specialization · 3 - 6 Months

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    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Image Analysis, Machine Learning Methods, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    65 reviews

    Intermediate · Specialization · 1 - 3 Months

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    SAS

    Ethical Use of AI Agents and Agentic AI

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Discussion Facilitation, Business Ethics, Ethical Standards And Conduct, Healthcare Ethics, Regulation and Legal Compliance, Artificial Intelligence, Compliance Management, Case Studies, Governance, Accountability, Human Centered Design, Predictive Modeling

    Beginner · Course · 1 - 3 Months

Searches related to unsupervised learning

unsupervised learning, recommenders, reinforcement learning
supervised learning
advanced ml algorithms & unsupervised learning
unsupervised algorithms in machine learning
trees, svm and unsupervised learning
applied unsupervised learning in python
unsupervised learning and its applications in marketing
supervised machine learning: regression
1…118119120…505

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

  • Exploring Design Basics with Adobe Express: Adobe
  • Introduction to Python: Coursera
  • Hands-on Introduction to Linux Commands and Shell Scripting: IBM
  • Generative AI for Customer Service Automation : Edureka
  • Kubernetes Mastery: Build, Deploy & Troubleshoot Apps: EDUCBA
  • Airbus Supply Chain Specialist: Airbus Beyond
  • The Unix Workbench: Johns Hopkins University
  • SQL Server Course for Beginners with 100+ examples: Packt
  • CCNA Cybersecurity (200-201) - Video Training Series: Packt
  • AWS Certified Solutions Architect Associate (SAA-C03): 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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