Docker courses can help you learn containerization, image management, and orchestration techniques. You can build skills in deploying applications, managing microservices, and automating workflows. Many courses introduce tools like Docker Compose for defining multi-container applications and Kubernetes for orchestrating containerized applications at scale. You'll also explore best practices for version control and continuous integration, ensuring your applications run smoothly across different environments.

Skills you'll gain: Kubernetes, Docker (Software), Containerization, Ubuntu, Cloud-Native Computing, Application Deployment, Unix, Linux, Virtualization and Virtual Machines, Virtual Machines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Performance Metric, Python Programming, Version Control, Verification And Validation
Intermediate · Specialization · 3 - 6 Months

Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Transfer Learning, Image Analysis, Computer Vision, Performance Metric, Tensorflow, Performance Measurement, Data Cleansing, Data Transformation, Performance Analysis, Data Quality, Failure Analysis, Data Pipelines, Deep Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Docker (Software), Python Programming
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Generative AI, Performance Tuning, Data Migration, LangChain, LLM Application, Data Infrastructure, Large Language Modeling, Query Languages, Embeddings, Data Integrity, Scalability, Docker (Software), AI Workflows, Database Management, AI Orchestration, Data Import/Export, Data Modeling, Metadata Management
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Docker (Software), Containerization, Application Deployment, Devops Tools
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Ansible, Containerization, CI/CD, Docker (Software), Version Control, DevOps, Application Deployment, Data Pipelines, Development Environment, Continuous Integration, Continuous Deployment, Infrastructure as Code (IaC), Git (Version Control System), Data Infrastructure, Configuration Management, Performance Tuning, Root Cause Analysis
Beginner · Course · 3 - 6 Months

Coursera
Skills you'll gain: Model Deployment, Docker (Software), Containerization, Cloud Deployment, MLOps (Machine Learning Operations), Hugging Face, Cloud Computing Architecture, Serverless Computing, Cloud Technologies, AWS SageMaker, System Monitoring, Release Management, Application Security, Infrastructure Security, Continuous Monitoring, Application Performance Management, Version Control
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Microservices, Containerization, Application Deployment, Service Level, Debugging, Unit Testing, Software Testing, System Monitoring, Docker (Software), Software Architecture, Kubernetes, Restful API, CI/CD, Scalability, Systems Architecture, Cloud Computing Architecture, Application Performance Management, Continuous Monitoring
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Vector Databases, Image Analysis, Applied Machine Learning, Embeddings, Docker (Software), Data Import/Export, Retrieval-Augmented Generation, Query Languages, Model Evaluation, Database Design, Data Modeling, Verification And Validation
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Containerization, Docker (Software), CI/CD, Kubernetes, Google Cloud Platform, Cloud Development, Application Deployment, Cloud Applications, Cloud Deployment, Application Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Security, Hybrid Cloud Computing, Cloud Computing Architecture, Cloud Engineering, Infrastructure as Code (IaC), Restful API, Cloud Computing, Microservices, Disaster Recovery, Cloud Infrastructure, CI/CD, Cloud Development, Kubernetes, Containerization, Cloud Deployment, Cloud Services, Multi-Cloud, Solution Architecture, Docker (Software), Application Design
Advanced · Course · 1 - 3 Months