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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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    Packt

    Django Web Development

    Skills you'll gain: Application Programming Interface (API), Databases, Web Applications, Hypertext Markup Language (HTML), Authorization (Computing)

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Mastering Application Performance Monitoring in AppDynamics

    Skills you'll gain: Dashboard Creation, Dashboard, Application Performance Management, Role-Based Access Control (RBAC), Model Optimization, MLOps (Machine Learning Operations), System Monitoring, Enterprise Application Management, Performance Analysis, Performance Metric, Anomaly Detection, Real Time Data, Performance Tuning, Performance Measurement, Devops Tools, Operational Performance Management, Site Reliability Engineering, DevOps, Continuous Monitoring, Root Cause Analysis

    Beginner · Specialization · 1 - 3 Months

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    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

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    Packt

    Windows Admin Center

    Skills you'll gain: Operating System Administration, User Provisioning, User Accounts, Cloud Management, Authorization (Computing), Control Panels, Security Controls, Servers, Enterprise Application Management, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Cisco CCT Routing and Switching (100-490)

    Skills you'll gain: Network Troubleshooting, General Networking, OSI Models, Network Protocols, Network Support, Networking Hardware, TCP/IP, Microsoft Windows, Network Routers, Network Switches, Local Area Networks, Computer Networking, Technical Support and Services, Network Model, Computer Hardware, System Configuration, Command-Line Interface, iOS Development, Memory Management, Configuration Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Science Model Deployments and Cloud Computing on GCP

    Skills you'll gain: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Continuous Deployment, Application Performance Management, Continuous Integration, Google App Engine, Model Training, Site Reliability Engineering

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Blender Techniques for Realistic Vegetation

    Skills you'll gain: Model Optimization, 3D Modeling, 3D Assets, Computer Graphic Techniques, Computer Graphics, Virtual Reality

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Build & Evaluate Decision Trees for ML

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification Algorithms, Model Training, Applied Machine Learning, Java, Java Programming, Model Optimization, Predictive Modeling, Machine Learning Software, Supervised Learning, Technical Communication, Fine-tuning, Tree Maps, MLOps (Machine Learning Operations), Machine Learning Algorithms, Algorithms

    Advanced · Course · 1 - 4 Weeks

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    Niel Asher Education

    Lower-Body Sports Massage: Functional Treatment

    Skills you'll gain: Patient Evaluation, Patient Education And Counseling, Patient Communication, Athletic Training, Exercise Therapy, Physical Therapy, Rehabilitation, Treatment Planning, Clinical Assessment, Exercise Science, Injury Prevention, Kinesiology, Pain Management, Patient Treatment, Human Musculoskeletal System, Anatomy

    Intermediate · Course · 1 - 3 Months

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    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Microsoft Entra Core Capabilities

    Skills you'll gain: Multi-Factor Authentication, Role-Based Access Control (RBAC), Authentications, Azure Active Directory, Zero Trust Network Access, Microsoft Azure, Identity and Access Management, User Provisioning, Active Directory, Authorization (Computing), Security Controls, Cloud Security, User Accounts, Continuous Monitoring, Cloud Services, Security Strategy

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Cloud Engineering, Amazon Web Services, Cloud Development, Cloud Computing, AI Orchestration, Applied Machine Learning, Cloud Deployment, AI literacy, Cloud Security, AWS Identity and Access Management (IAM), Scalability

    Intermediate · Course · 1 - 4 Weeks

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

  • Django Web Development: Packt
  • Mastering Application Performance Monitoring in AppDynamics: Coursera
  • Scaling E-Commerce with Kubernetes: Deploy Web Apps: Coursera
  • Windows Admin Center: Packt
  • Cisco CCT Routing and Switching (100-490): Packt
  • Data Science Model Deployments and Cloud Computing on GCP: Packt
  • Advanced Blender Techniques for Realistic Vegetation: Packt
  • Build & Evaluate Decision Trees for ML: Coursera
  • Lower-Body Sports Massage: Functional Treatment: Niel Asher Education
  • Accelerate Model Training with PyTorch 2.X: 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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