Introduction to Docker

• Docker architecture: Learn about the basic concepts and versatile architecture of Docker and discover how to use Docker in modern software development.

• Handling images and Dockerfiles: Learn how to create, manage and optimise Docker images and Dockerfiles to efficiently deploy applications.

• Container configuration: Learn how to start, control and customise containers, including network configuration and resource management.

• Volumes and networking: Learn how to manage data storage and network connections and use advanced Docker features for specific requirements.

• Multi-container applications with Docker Compose: Use Docker Compose to define and manage multi-container applications.

• Optional - Docker Swarm: Get an insight into Docker Swarm if you want to learn orchestration and management of container clusters.

Duration of the course: 2 days

This course is designed for data scientists, developers and anyone who wants to develop their containerisation skills to develop and manage data-driven applications more efficiently. With a mix of theory and practice, this course will enable you to use Docker in a variety of scenarios, wether for data analysis, model training or scaling data science pipelines.