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.

Coursera
Skills you'll gain: Model Deployment, Containerization, Application Deployment, MLOps (Machine Learning Operations), AI Orchestration, Docker (Software), Kubernetes, AI Workflows, Distributed Computing, Cloud Computing, Scalability, Cloud Infrastructure
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Load Balancing, Terraform, TCP/IP, Google Cloud Platform, Kubernetes, Infrastructure as Code (IaC), Public Cloud
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Virtual Machines, Firewall, Cloud Computing, Virtual Networking, VPN Clients, Google Cloud Platform, Network Administration, Command-Line Interface, General Networking, Network Security, Kubernetes
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Cloud Security, Google Cloud Platform, Encryption, OAuth, Identity and Access Management, Security Controls, Authorization (Computing), Application Security, Authentications, Data Security, Key Management, Cloud Applications, Role-Based Access Control (RBAC), Cloud Storage, Data Encryption Standard, Virtual Machines, Vulnerability Scanning
Intermediate · Course · 1 - 3 Months

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

Google Cloud
Skills you'll gain: Kubernetes, Google Cloud Platform, Cloud-Native Computing, Istio, Cloud Management, Multi-Cloud, Cloud Deployment, Application Deployment, CI/CD, Scalability, Cloud Security, Configuration Management, Model Deployment, Vulnerability Scanning, AI Workflows, Role-Based Access Control (RBAC), Authentications, Authorization (Computing)
Advanced · Course · 3 - 6 Months

Skills you'll gain: Site Reliability Engineering, Prometheus (Software), System Monitoring, Event Monitoring, Incident Management, Google Cloud Platform, Application Performance Management, Cloud Management, Continuous Monitoring, Problem Management, Kubernetes, Service Level, Cloud Applications, Cloud Computing, Debugging
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Apache Maven, Kubernetes, Google Cloud Platform, Docker (Software), CI/CD, Package and Software Management, Virtual Machines, Network Security
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Kubernetes, Google Cloud Platform, Serverless Computing, Cost Management, Cloud Infrastructure, Cloud Computing Architecture, Cloud Services, Cloud Computing, Infrastructure As A Service (IaaS), Hybrid Cloud Computing, Cloud Management, Data Processing, System Monitoring, Application Performance Management, Cloud Security, Big Data, Identity and Access Management, Data Warehousing, Key Management, Virtual Private Networks (VPN)
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Serverless Computing, Application Programming Interface (API), Cloud Infrastructure, Containerization, Digital Transformation, Cloud Applications, Google Cloud Platform, Hybrid Cloud Computing, Cloud Computing, Multi-Cloud, Kubernetes, Microservices, Virtual Machines, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Serverless Computing, Containerization, Application Programming Interface (API), Hybrid Cloud Computing, Platform As A Service (PaaS), Cloud Infrastructure, Google Cloud Platform, Cloud Applications, Cloud Computing Architecture, Multi-Cloud, Cloud Computing, Kubernetes, Microservices, Virtual Machines, Leadership and Management, Finance
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Ansible, Kubernetes, Virtual Machines, Devops Tools, Containerization, Docker (Software), Virtualization and Virtual Machines, IT Automation, Amazon Web Services, Microsoft Azure, Operating System Administration, Infrastructure as Code (IaC), Microsoft Windows, Network Administration
Intermediate · Course · 1 - 4 Weeks