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.

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Dashboard Creation, Generative AI, Dependency Analysis, Dashboard, Application Deployment, Continuous Deployment, Model Training, Responsible AI, Site Reliability Engineering, Release Management, Kubernetes, Application Performance Management, CI/CD, Performance Analysis, Continuous Monitoring, Automation, Cloud Platforms, Data-Driven Decision-Making
Intermediate · Course · 3 - 6 Months

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

Skills you'll gain: Kubernetes, Cloud Services, Google Cloud Platform, Cloud Management, Issue Tracking, Service Management, Debugging, Problem Management, DevOps
Beginner · Project · Less Than 2 Hours
Skills you'll gain: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Cloud-Native Computing, Model Deployment, Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), AI Orchestration, AI Integrations, Distributed Computing, Site Reliability Engineering, Prometheus (Software), API Design, Scalability, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Apache Maven, Google Cloud Platform, Docker (Software), Package and Software Management, Build Tools, Network Security
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Cloud-Native Computing, Cloud Development, Google App Engine, Application Deployment, Cloud Deployment, Google Cloud Platform, Application Performance Management, Infrastructure as Code (IaC), Platform As A Service (PaaS), Kubernetes, Development Environment, Performance Tuning, Containerization, Debugging, Serverless Computing, Virtual Machines, Computer Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Infrastructure as Code (IaC), Terraform, Cloud-Native Computing, Serverless Computing, Kubernetes, DevOps, CI/CD, Scalability, Microservices, Application Deployment, Continuous Deployment, Application Performance Management, Prometheus (Software), Cloud Platforms, System Monitoring, Grafana
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Dataflow, Google Cloud Platform, Splunk, Data Pipelines, Cloud Storage, Kubernetes, Cloud Deployment, Data Storage, Event Monitoring
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Model Optimization, Generative Model Architectures, Model Deployment, Azure DevOps Pipelines, Large Language Modeling, Model Training, Cloud Deployment, CI/CD, Fine-tuning
Advanced · Course · 1 - 4 Weeks
Coursera
Skills you'll gain: LLM Application, Model Deployment, CI/CD, Amazon CloudWatch, Infrastructure as Code (IaC), Application Deployment, Cloud Deployment, DevSecOps, Enterprise Security, DevOps, Docker (Software), AI Security, Cloud Management, System Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Infrastructure, Application Deployment, API Design, Cloud Deployment, Cloud Computing Architecture, Microservices, Kubernetes, Google Cloud Platform, Restful API, Infrastructure Architecture, Site Reliability Engineering, Cloud Computing, CI/CD, Service Level, Cloud Storage, Network Architecture, Network Planning And Design, DevOps, Cloud Security, Data Storage Technologies
Advanced · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Amazon Web Services, Prometheus (Software), Microservices, Identity and Access Management, Cloud-Native Computing, Data Persistence, Cloud Deployment, Application Deployment, Data Storage, Load Balancing, Infrastructure as Code (IaC), Cloud Computing Architecture, Grafana, Scalability, Microarchitecture
Intermediate · Course · 1 - 3 Months