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), Cloud Deployment, Kubernetes, AI Workflows, Model Training, Distributed Computing, Cloud Computing, Scalability, Cloud Infrastructure
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Vulnerability Scanning, Distributed Denial-Of-Service (DDoS) Attacks, Microsoft Azure, Cloud Security, Virtual Private Networks (VPN), Network Security, Vulnerability Assessments, Continuous Monitoring, Event Monitoring, Data Security, Key Management, Kubernetes, Cloud Management, Security Controls, User Provisioning, Hardening, Database Architecture and Administration, Remote Access Systems, User Accounts, Authorization (Computing)
Advanced · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Cloud Deployment, Kubernetes, Application Deployment, Cloud Hosting, Google Cloud Platform, Docker (Software), Cloud-Native Computing, Cloud Applications, CI/CD, Scalability, Containerization, Build Tools
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Redis, Terraform, Infrastructure as Code (IaC), Scalability, Google Cloud Platform, Patch Management, Cloud Management, Microservices, Kubernetes, Application Deployment, Cloud Deployment, Data Migration
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Containerization, Kubernetes, Application Deployment, Google Cloud Platform, Cloud-Native Computing, Cloud Deployment, Capacity Management, Application Development, Scalability, System Configuration, System Monitoring
Beginner · Project · Less Than 2 Hours

Skills you'll gain: LLM Application, Kubernetes, Systems Architecture, Large Language Modeling, Data Pipelines, Software Architecture, Software Design, Model Deployment, Application Deployment, Microservices, Apache Airflow, Containerization, Infrastructure Architecture, Cloud-Native Computing, Scalability, AWS CloudFormation, Managed Services, Azure DevOps, Open Source Technology, Diagram Design
Intermediate · Course · 1 - 3 Months

Simplilearn
Skills you'll gain: Docker (Software), Containerization, DevOps, Devops Tools, Kubernetes, Command-Line Interface, Application Deployment, Virtual Machines, Virtualization and Virtual Machines, Network Architecture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Google Cloud Platform, Serverless Computing, Google App Engine, Cost Management, Cloud Infrastructure, Cloud Deployment, Cloud Computing Architecture, Cloud Services, Cloud Computing, Infrastructure As A Service (IaaS), Cloud Platforms, Hybrid Cloud Computing, Cloud Management, Data Processing, Data Store, System Monitoring, Application Performance Management, Big Data, Virtual Private Networks (VPN)
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Model Deployment, Tensorflow, Generative AI Agents, Recurrent Neural Networks (RNNs), BeeAI, Transfer Learning, Deep Learning, Convolutional Neural Networks, AI Orchestration, Artificial Neural Networks, Responsible AI, Agentic Workflows, Agentic systems, Data Ethics, Model Training, Scalability, Model Optimization, Applied Machine Learning
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: OpenShift, Kubernetes, Cloud Management, Network Administration, Cloud Computing Architecture, Network Infrastructure, Virtual Networking, General Networking, Containerization, Network Troubleshooting, System Configuration, Configuration Management, Service Management, Application Programming Interface (API)
Beginner · Course · 1 - 3 Months
Skills you'll gain: Prometheus (Software), Grafana, Devops Tools, System Monitoring, Kubernetes, Service Level, Site Reliability Engineering, Application Performance Management, Event Monitoring, Open Source Technology, Dashboard Creation, Docker (Software), Data Pipelines, Query Languages
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Incident Management, Site Reliability Engineering, Incident Response, Problem Management, Infrastructure as Code (IaC), Ansible, Continuous Deployment, Prometheus (Software), Cloud Computing, CI/CD, Kubernetes, Service Level, Performance Testing, Jenkins, Grafana, Amazon Elastic Compute Cloud, Configuration Management, Docker (Software), Artificial Intelligence, Machine Learning
Beginner · Course · 1 - 3 Months