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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
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    Whizlabs

    Design solutions with security best practices and priorities

    Skills you'll gain: Microsoft Azure, Cloud Security, IT Security Architecture, DevSecOps, Threat Management, Zero Trust Network Access, Cloud Solutions, Cyber Security Strategy, Cloud Computing Architecture, Security Architecture Review, Azure DevOps Pipelines, Cloud Standards, Cloud Computing, Threat Detection, Security Controls, Security Strategy

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Clean, Analyze, and Visualize Your Data

    Skills you'll gain: Data Preprocessing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Dify – Create No-Code Chatbots and AI Workflows

    Skills you'll gain: No-Code Development, Application Deployment, AI Integrations, Workflow Management, LLM Application, Cloud Deployment, AI Workflows, Agentic Workflows, Business Process Automation, Application Development, AI Orchestration, Prompt Engineering, Performance Analysis, Document Management, Agentic systems, Open Source Technology

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Ethics and Safety in Open AI

    Skills you'll gain: Responsible AI, AI Security, Generative AI, Data Ethics, Threat Modeling, General Data Protection Regulation (GDPR), Security Testing, Model Evaluation, Open Source Technology, Metadata Management, Data Integrity, Data Validation, Cryptographic Protocols

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Confident RPA UiPath Developer - Build 8 Projects

    Skills you'll gain: Robotic Process Automation, Verification And Validation, Development Testing, HR Tech, Business Logic, Document Management, Application Frameworks, Data Integration, Computer Programming, File I/O

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Edureka

    Protecting and Managing APIs

    Skills you'll gain: API Gateway, Authentications, Application Programming Interface (API), OAuth, API Design, Authorization (Computing), Restful API, Application Lifecycle Management, Application Security, Data Security, Distributed Denial-Of-Service (DDoS) Attacks, Identity and Access Management, Encryption, Security Controls, Application Performance Management, System Monitoring, Prometheus (Software), Flask (Web Framework), Grafana, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Managing Hybrid Storage, File Services and Network

    Skills you'll gain: Windows Servers, Active Directory, Remote Access Systems, Microsoft Servers, Virtual Private Networks (VPN), Network Security, Microsoft Azure, Dynamic Host Configuration Protocol (DHCP), Hybrid Cloud Computing, Data Storage Technologies, Azure Active Directory, Data Storage, Network Infrastructure, Virtual Networking, Cloud Storage, Wide Area Networks, File Management, Network Support, File Systems, Network Troubleshooting

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Simplilearn

    Linear Algebra for ML and Analytics Training

    Skills you'll gain: Mathematical Modeling, Linear Algebra, Dimensionality Reduction, Applied Mathematics, Data Analysis, Analytical Skills, Feature Engineering, Applied Machine Learning, Data Science

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Scaling E-Commerce with Kubernetes: Deploy Web Apps

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, DevOps, Application Deployment, Scalability, YAML, Capacity Management, Disaster Recovery, Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
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    Packt

    AI Security Fundamentals – LLM Threats & OWASP 2026

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Application Security, Large Language Modeling, Prompt Engineering, Secure Coding, Security Testing, Personally Identifiable Information, Data Loss Prevention, Security Controls, Information Privacy, Authorization (Computing), Supply Chain Management, Data Modeling, Data Governance

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Skillshare

    Use AI Tools to Organize Your Life

    Skills you'll gain: Lifelong Learning, Productivity, Prompt Engineering, Willingness To Learn, AI Personalization, AI literacy, Time Management, Organizational Skills, Personal Development, AI Integrations, Creative Thinking, Creativity, Automation, Planning, Meal Planning And Preparation

    Beginner · Course · 1 - 4 Weeks

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

  • Design solutions with security best practices and priorities: Whizlabs
  • Automate, Analyze, and AI Feedback: Coursera
  • Clean, Analyze, and Visualize Your Data: Coursera
  • Dify – Create No-Code Chatbots and AI Workflows: Packt
  • Ethics and Safety in Open AI: Coursera
  • Confident RPA UiPath Developer - Build 8 Projects: Packt
  • Protecting and Managing APIs: Edureka
  • Managing Hybrid Storage, File Services and Network: Packt
  • Linear Algebra for ML and Analytics Training: Simplilearn
  • Scaling E-Commerce with Kubernetes: Deploy Web Apps: Coursera

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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