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Exercises that demonstrate how to use MapReduce with MongoDB and the Hadoop streaming library.

An introduction to the MongoDB NoSQL database.

This is the USM driverless repository for the New Member Project.

The Shiny implementation of StrathE2E: https://outreach.mathstat.strath.ac.uk/apps/Doherty/

An introduction to Python web services.

A set of simple exercises that demonstrate how tokens can be extracted from HTML web pages.

Exercises that demonstrate microservices and an event bus.

Unit and system test exercises written in Python. The concepts presented could be implemented in an alternative programming language, as discussed in the documentation provided.

Introductory Kubernetes exercises.

Tracking code, requirements, BOM and so on, for delivering the hardware solution

An introduction to Elasticsearch.

Example of separation of GUI and program functionality.