Kubernetes courses can help you learn container orchestration, deployment strategies, scaling applications, and managing clusters. You can build skills in monitoring performance, automating workflows, and ensuring high availability. Many courses introduce tools like Helm for package management, kubectl for command-line interactions, and Prometheus for monitoring, showing how these tools integrate with Kubernetes to streamline application management and enhance operational efficiency.

Google Cloud
Skills you'll gain: Firewall, Google Cloud Platform, Virtual Machines, Virtual Networking, Cloud Hosting, Network Security, General Networking, Network Administration
Beginner · Project · Less Than 2 Hours

Whizlabs
Skills you'll gain: Serverless Computing, Amazon Web Services, AWS Kinesis, Cloud Computing Architecture, Amazon S3, Solution Architecture, Cloud-Native Computing, Containerization, Data Migration, Data Pipelines, Kubernetes, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud-Native Computing, Unstructured Data, Go (Programming Language), Web Servers, MySQL, Web Scraping, Kubernetes, Software Development, System Programming, Linux, Database Software, Programming Principles, SQL, Relational Databases
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Cloud Deployment, Application Deployment, Cloud Development, Google Cloud Platform, Cloud Applications, Site Reliability Engineering, Microservices, Google App Engine, Kubernetes, Infrastructure As A Service (IaaS), API Design, Load Balancing, Cloud Management, Cloud Platforms, Terraform, Restful API, Data Storage Technologies, Infrastructure Architecture
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Ansible, Kubernetes, Virtual Machines, Devops Tools, Containerization, Virtualization and Virtual Machines, IT Automation, Amazon Web Services, Microsoft Azure, Microsoft Windows, Network Administration, Amazon Elastic Compute Cloud
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Program Development, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Devops Tools, Cloud Platforms, Cloud Deployment, Firewall, Application Deployment, Security Controls, IT Automation, Bash (Scripting Language)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud-Native Computing, Software-Defined Networking, Cloud Deployment, Virtual Networking, Cloud Infrastructure, Network Infrastructure, Application Deployment, Cloud Platforms, Containerization, Kubernetes, Microservices, Computing Platforms, Infrastructure Architecture, IT Infrastructure, Virtualization, Virtual Machines, Networking Hardware
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Application Deployment, Cloud Deployment, Continuous Deployment, Containerization, Docker (Software), DevOps, Release Management, Version Control, Continuous Delivery, Dependency Analysis, Performance Tuning, Performance Testing, Package and Software Management, Performance Analysis, Performance Metric, Application Performance Management, Application Development, Cost Benefit Analysis
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Deployment, Fine-tuning, PyTorch (Machine Learning Library), Model Evaluation, Model Training, Vision Transformer (ViT), Model Optimization, Transfer Learning, MLOps (Machine Learning Operations), Natural Language Processing, Debugging, Containerization, Kubernetes, Docker (Software), Distributed Computing, Performance Tuning, Tensorflow, Deep Learning, Cloud Computing, Data Pipelines
Advanced · Specialization · 1 - 3 Months
Skills you'll gain: Prometheus (Software), Grafana, Devops Tools, System Monitoring, Kubernetes, Development Environment, Service Level, Site Reliability Engineering, Event Monitoring, Debugging, Data Maintenance, Dashboard Creation, Docker (Software), Data Pipelines, Query Languages
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Model Training, Containerization, AI Workflows, Model Optimization, Scalability, Devops Tools, DevOps, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Fine-tuning, Generative AI Agents, Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Enterprise Application Management, Docker (Software), Cloud Infrastructure, Scalability, Model Optimization, MLOps (Machine Learning Operations), Large Language Modeling, Infrastructure Architecture, Continuous Deployment, Continuous Monitoring, Process Optimization, Automation, Job Evaluation
Intermediate · Course · 1 - 3 Months