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.

Packt
Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Containerization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, BeeAI, Image Analysis, Deep Learning, Large Language Modeling, Natural Language Processing, Vision Transformer (ViT), Python Programming
Advanced · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Application Deployment, Amazon Web Services, Load Balancing, Google Cloud Platform, Cloud Applications, Kubernetes, Application Performance Management, Virtual Machines, Cloud Storage, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Cloud Computing Architecture, Virtual Private Networks (VPN), Amazon S3, Cloud Infrastructure, Hybrid Cloud Computing, Identity and Access Management, Public Cloud, Containerization, Multi-Cloud
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: NoSQL, Apache Spark, Apache Hadoop, MongoDB, PySpark, Extract, Transform, Load, Apache Hive, Databases, Apache Cassandra, Big Data, Machine Learning, Applied Machine Learning, Generative AI, Machine Learning Algorithms, IBM Cloud, Data Pipelines, Model Evaluation, Kubernetes, Supervised Learning, Distributed Computing
Beginner · Specialization · 3 - 6 Months

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

Google Cloud
Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, Prompt Engineering, Kubernetes, Network Monitoring, Containerization, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Cloud Services, Identity and Access Management, Application Deployment, Network Routing, Network Planning And Design, Virtual Private Networks (VPN), Hybrid Cloud Computing, TCP/IP
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: AWS CloudFormation, Devops Tools, Kubernetes, DevOps, Amazon Web Services, Cloud-Native Computing, Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Cloud Infrastructure, Infrastructure as Code (IaC), Virtual Networking, Cloud Computing, Command-Line Interface
Intermediate · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Kubernetes, Docker (Software), Application Deployment, Cloud Deployment, Google App Engine, Google Cloud Platform, Distributed Computing, API Testing, Performance Testing, DevOps, Restful API, Web Development
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Cloud Infrastructure, Identity and Access Management, Kubernetes, Google Cloud Platform, Containerization, Load Balancing, Cloud Applications, Cloud Management, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Computing Architecture, Cloud Engineering, Cloud Services, Application Deployment, Data Storage, Infrastructure Architecture, Cloud Storage, Terraform, Cloud Deployment, Infrastructure as Code (IaC)
Intermediate · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Cloud Deployment, Technical Communication, Cloud Infrastructure, MLOps (Machine Learning Operations), Cloud-Native Computing, Cloud Applications, CI/CD, Cloud Platforms, Cloud Computing, Agile Software Development, DevOps, Technical Documentation, Software Engineering, Distributed Computing, Continuous Delivery, Applied Machine Learning, Cloud Storage, Cloud API, Google Cloud Platform, Machine Learning
Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Application Deployment, Kubernetes, Load Balancing, Cloud Management, Microservices, Cloud Security, Infrastructure As A Service (IaaS), CI/CD, Cloud Computing, Cloud Computing Architecture, Cloud Applications, Network Architecture, Data Storage, Cloud Services, Platform As A Service (PaaS), Site Reliability Engineering, Service Level Agreement
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Apache Hive, Big Data, IBM Cloud, Kubernetes, Docker (Software), Scalability, Data Processing, Development Environment, Distributed Computing, Performance Tuning, Data Transformation, Debugging
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Google Cloud Platform, Cloud Applications, Infrastructure As A Service (IaaS), Kubernetes, Cloud Services, Cloud Computing, Cloud Storage, Generative AI, Prompt Engineering, Network Infrastructure, Containerization, Virtual Machines, Serverless Computing, Virtual Networking, Load Balancing, Scalability
Beginner · Course · 1 - 3 Months