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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


  • E

    EDUCBA

    Analyze and Apply Swift Properties and Memory Management

    Skills you'll gain: Swift Programming, Memory Management

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Terraform in AWS from Basics to Guru: Unit 3

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Amazon Web Services, Cloud Infrastructure, Cloud Computing, Cloud Platforms, Multi-Cloud, Microsoft Azure, Public Cloud, Google Cloud Platform, Code Reusability, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Deploy MEAN Stack App on Azure Cloud with CICD Pipeline

    Skills you'll gain: Azure DevOps Pipelines, Cloud Deployment, Cloud Services, Cloud Computing, Microsoft Azure, CI/CD, Cloud Management, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Storage, Application Deployment, Continuous Deployment, Continuous Integration, Platform As A Service (PaaS), Angular, System Testing, Application Performance Management, Node.JS, Cloud-Based Integration

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    8D Problem Solving Specialist

    Skills you'll gain: Eight Disciplines Problem Solving (8D), Root Cause Analysis, Cross-Functional Team Leadership, Team Building, Problem Management, Cross-Functional Collaboration, Corrective and Preventive Action (CAPA), Complex Problem Solving, Customer Complaint Resolution, Solution Design, Service Improvement, Quality Improvement, Process Validation, Continuous Improvement Process, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • K

    KodeKloud

    Deploy ML Models to Production

    Skills you'll gain: AWS SageMaker, Model Deployment, MLOps (Machine Learning Operations), Data Governance, Data Management, Model Training, Data Security, Amazon Web Services, Application Deployment, General Data Protection Regulation (GDPR), Model Optimization, Information Privacy

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Design Ethical AI Rewards and Policies

    Skills you'll gain: Reinforcement Learning, Law, Regulation, and Compliance, Accountability Frameworks, Regulatory Compliance, Agentic systems, Due Diligence, Regulation and Legal Compliance, Risk Analysis, Policy Analysis, Policy Development

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Sales Calling with Vapi: Automated SAAS Demo Scheduler

    Skills you'll gain: Make.com, JSON, Outbound Calls, Application Programming Interface (API), Phone Sales, Cold Calling, Booking (Sales), Setting Appointments, Systems Integration, Personalized Campaigns, No-Code Development, Calendar Management, Technical Sales, Automation, AI Personalization, Scripting, Scheduling

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Michigan State University

    Interdisciplinarity in Thought and Practice

    Skills you'll gain: Video Editing, Creative Thinking, Multimedia, Visual Storytelling, Post-Production, Photo/Video Production and Technology, Active Listening, Creative Problem-Solving, Literacy, Music, Storytelling, Critical Thinking, Aesthetics, Graphic and Visual Design Software, Design Elements And Principles, Communication Strategies, Communication

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Create Image Captioning Models - Français

    Skills you'll gain: Generative AI, Image Analysis, Deep Learning, Model Training, Generative Model Architectures, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

  • P

    Pearson

    Practical Cybersecurity Fundamentals: Unit 2

    Skills you'll gain: MITRE ATT&CK Framework, Incident Response, Cyber Threat Hunting, Cyber Threat Intelligence, Digital Forensics, Computer Security Incident Management, Incident Management, Threat Detection, Cybersecurity, Cyber Operations, Mobile Security

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    IT Career Acceleration: Job Interviews, Resumes & Growth

    Skills you'll gain: LinkedIn, Interviewing Skills, Technical Communication, Communication, Communication Strategies, IT Management, Business Writing, Writing and Editing, Professional Networking, Information Technology, Recruitment, Professional Development, Time Management

    Intermediate · Course · 3 - 6 Months

  • E

    Edureka

    Generative AI Coding Assistants for Developers

    Skills you'll gain: GitHub Copilot, Responsible AI, AI Integrations, Code Review, AI Security, Software Development Tools, Software Documentation, Collaborative Software, DevOps, AI Workflows, Generative AI Agents, Devops Tools, Maintainability, Test Tools, Generative AI, Software Development, Software Architecture, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization

    Intermediate · Course · 1 - 4 Weeks

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

  • Analyze and Apply Swift Properties and Memory Management: EDUCBA
  • Terraform in AWS from Basics to Guru: Unit 3: Pearson
  • Deploy MEAN Stack App on Azure Cloud with CICD Pipeline: Packt
  • 8D Problem Solving Specialist: Packt
  • Deploy ML Models to Production: KodeKloud
  • Design Ethical AI Rewards and Policies: Coursera
  • AI Sales Calling with Vapi: Automated SAAS Demo Scheduler: Coursera
  • Interdisciplinarity in Thought and Practice: Michigan State University
  • Create Image Captioning Models - Français: Google Cloud
  • Practical Cybersecurity Fundamentals: Unit 2: Pearson

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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