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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

    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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    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

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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

  • Status: Free Trial
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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

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    Coursera

    Traverse Trees for ML with DFS & BFS

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Applied Machine Learning, Java Programming, Machine Learning Algorithms, Algorithms, Machine Learning, Data Structures, Analysis, Software Engineering

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Forecast Business Metrics: Uncover Value Drivers

    Skills you'll gain: Supervised Learning, Financial Forecasting, Forecasting, Applied Machine Learning, Predictive Modeling, Predictive Analytics, Revenue Forecasting, Model Evaluation, Business Analytics, Data-Driven Decision-Making, Business Metrics, Performance Analysis, Regression Analysis, Data Science, Stakeholder Communications, Model Training

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced Azure Architecture and Migration Strategies

    Skills you'll gain: Microsoft Azure, Event-Driven Programming, Cloud Computing Architecture, Application Design, Application Programming Interface (API), Application Deployment, Cloud Deployment, Cloud Solutions, Solution Architecture, Cloud Platforms, Cloud Computing, Virtual Machines, Cloud Infrastructure, Network Planning And Design, Serverless Computing, Network Architecture, General Networking, Data Migration, Containerization

    Advanced · Course · 1 - 3 Months

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

  • 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
  • Terraform in AWS from Basics to Guru: Unit 3: Pearson
  • Lower-Body Sports Massage: Functional Treatment: Niel Asher Education
  • Accelerate Model Training with PyTorch 2.X: Packt
  • Microsoft Entra Core Capabilities: Whizlabs
  • Traverse Trees for ML with DFS & BFS: Coursera
  • Forecast Business Metrics: Uncover Value Drivers: 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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