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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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    Coursera

    Build & Optimize TensorFlow ML Workflows

    Skills you'll gain: Tensorflow, Model Optimization, Keras (Neural Network Library), Model Training, MLOps (Machine Learning Operations), Data Pipelines, Performance Tuning, Data Preprocessing, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Cloud Operations and Troubleshooting

    Skills you'll gain: Cloud Management, Disaster Recovery, IT Automation, Network Troubleshooting, Cloud Deployment, System Monitoring, Event Monitoring, Cloud Technologies, Cloud Storage, Microsoft Azure, Cloud Computing, Cloud Security, Continuous Monitoring, Patch Management, Dashboard Creation

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, AI Workflows, Responsible AI, Agentic Workflows, Data Governance, Health Care Procedure and Regulation, AI Integrations, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Medical Science and Research, Artificial Intelligence, Agentic systems, Automation, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Full-Stack Web Development with SvelteKit & Supabase

    Skills you'll gain: UI Components, Application Deployment, Database Management, Data Store, Databases, JavaScript Frameworks, Web Applications, Authentications, Front-End Web Development, Application Development, OpenAI API, AI Integrations, Back-End Web Development, Code Reusability, User Interface (UI), OAuth, User Accounts, Data Persistence

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Fine-Tuning and Evaluating Vision AI Models

    Skills you'll gain: Transfer Learning, Image Analysis, Fine-tuning, Computer Vision, Model Evaluation, Model Training, Model Optimization, Model Deployment, Performance Metric, Data Pipelines, Quality Assessment, Quality Assurance, Performance Measurement, Data Quality, Applied Machine Learning, Performance Analysis, Predictive Modeling, Statistical Machine Learning, Statistical Modeling

    Intermediate · Course · 3 - 6 Months

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    Skillshare

    Unreal Engine 5 For Beginners: Characters & Interiors

    Skills you'll gain: Unreal Engine, Animation and Game Design, 3D Assets, Video Production, Virtual Environment, Cinematography, Storytelling, Visual Storytelling, Animations

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Portfolio and Industry Readiness for Agentic AI Architects

    Skills you'll gain: Agentic Workflows, Technical Communication, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Professional Development, Generative AI Agents, MLOps (Machine Learning Operations), Technical Documentation, Coaching, Technical Writing, Portfolio Management, Project Documentation, Problem Solving, Communication Strategies, GitHub

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Harden AI: Secure Your ML Pipelines

    Skills you'll gain: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Cyber Governance, Infrastructure Security, Application Security, Security Controls, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Anomaly Detection, Data Integrity, Engineering

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    End User Security Awareness

    Skills you'll gain: Malware Protection, Computer Security Awareness Training, Cybersecurity, Security Awareness, Cyber Attacks, Data Loss Prevention, Data Security, Network Security, Human Factors (Security), Threat Detection, Security Controls, Email Security, Wireless Networks

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Java Core Review and Interview Guide

    Skills you'll gain: Object Oriented Design, Memory Management, Software Design Patterns, Functional Design

    Intermediate · Course · 3 - 6 Months

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    Packt

    QuickBooks - Payroll and Taxes

    Skills you'll gain: QuickBooks (Accounting Software), Payroll Reporting, Payroll Systems, Payroll Tax, Payroll, Payroll Administration, Payroll Processing, Tax Management, Sales Tax, Tax Compliance, Accounting Software, Workforce Management, Tax Preparation, Compliance Reporting, Scheduling, Tax, Benefits Administration

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Skeletal Meshes and Animation

    Skills you'll gain: Unreal Engine, Animations, Animation and Game Design, 3D Assets, Game Design, Video Game Development

    Intermediate · Course · 1 - 4 Weeks

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

  • Build & Optimize TensorFlow ML Workflows: Coursera
  • Cloud Operations and Troubleshooting: Packt
  • Agentic AI Content for Practitioners (Teams: Healthcare): Coursera
  • Full-Stack Web Development with SvelteKit & Supabase: Packt
  • Fine-Tuning and Evaluating Vision AI Models: Coursera
  • Unreal Engine 5 For Beginners: Characters & Interiors: Skillshare
  • Portfolio and Industry Readiness for Agentic AI Architects: Coursera
  • Harden AI: Secure Your ML Pipelines: Coursera
  • End User Security Awareness: Packt
  • Java Core Review and Interview Guide: 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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