This first unit provides the background information needed to engage with the contents of the later, more practical units. The focus is on providing an idea of the different perspectives on language that come into play during the OER. The unit also gives a brief overview of different types of tools that can be used for text analytics and introduce the main tool used in this OER: KNIME.