This course will give you an understanding of unit testing: the practice of designing, creating and executing tests for your code in both R and Python.
Learn more on Introduction to unit testingThis course has been designed for beginners in the field of machine learning (ML).
Learn more on Machine learning in RIn this course you will learn important concepts relating to modular code and how to convert code to functions. There are modules in either R or Python.
Learn more on Modular Programming in Python and RThe MSc in Data Analytics for Government (MDataGov) is a unique and flexible part-time MSc programme that combines modules in statistics and data science. It aims to build data science capability across government by equipping civil servants with a key set of skills required from a modern government data analyst.
Learn more on Modules of the MSc in Data Analytics for GovernmentIn this introductory course, we will cover the basics of Natural Language Processing (NLP) topics.
Learn more on Natural Language Processing (NLP) in RThis course will teach you how to build packages using your own custom functions and import them in both Python and R.
Learn more on Packaging and documentationLoops, Control Flow and the ability to write your own functions are valuable programming tools. This short course covers and introduction to these topics and demonstrates areas for additional learning.
Learn more on Python control flow loops and functionsThe aim of this workshop is to enable participants to review the quality of their administrative data sources, identify how these can be improved and explore how to communicate their quality to users.
Learn more on Quality Assurance of Administrative Data (QAAD) workshopThe course is a series of modules exploring quality issues related to predictive modelling.
Learn more on Quality assurance of predictive modellingThe aim of this online course is to give an overall awareness quality in statistics to government statistics producers. This will include guidance for the implementation of quality and the communication of this to users.
Learn more on Quality statistics in government