Data lineage tracking is the process of following the journey of data as it moves through different systems and transformations. It records where data originates, how it changes, and where it is stored or used. This helps organisations understand, verify, and trust the data they work with.
Data profiling is the process of examining, analysing, and summarising data to understand its structure, quality, and content. It helps identify patterns, anomalies, missing values, and inconsistencies within a dataset. This information is often used to improve data quality and ensure that data is suitable for its intended purpose.
A Data Quality Framework is a structured approach used to measure, monitor and improve the quality of data within an organisation. It defines clear rules, standards and processes to ensure data is accurate, complete, consistent, timely and relevant for its intended use. By following a data quality framework, organisations can identify data issues early and…
Data mapping is the process of matching data fields from one source to corresponding fields in another destination. It helps to organise and transform data so that it can be properly understood and used by different systems. This process is essential when integrating databases, moving data between applications, or converting information into a new format.
Data quality roles refer to the specific responsibilities and job functions focused on ensuring that data within an organisation is accurate, complete, consistent, and reliable. These roles are often part of data management teams and can include data stewards, data quality analysts, data owners, and data custodians. Each role has its own set of tasks,…
ETL software helps organisations move data from one place to another by extracting it from source systems, transforming it into a usable format, and loading it into a target system like a database or data warehouse. This process makes sure that the data is clean, organised, and ready for analysis or reporting. ETL tools automate…
A data lake is a central storage system that holds large amounts of raw data in its original format, including structured, semi-structured, and unstructured data. Unlike traditional databases, a data lake does not require data to be organised or cleaned before storing it, making it flexible for many types of information. Businesses and organisations use…
A data warehouse is a central system that stores large amounts of data collected from different sources within an organisation. It is designed to help businesses analyse and report on their data efficiently. By organising and combining information in one place, it makes it easier to spot patterns, trends, and insights that support decision-making.
Bug tracking is the organised process of finding, recording, and managing errors or issues in software. It helps teams keep track of problems, assign them to the right people, and monitor progress until the issue is fixed. This process ensures that software becomes more reliable and user-friendly over time.
Cloud storage is a way to save digital files and data on remote servers, which are managed by a third-party company and accessed through the internet. Instead of keeping files just on a computer or phone, people can store them online and get to them from any device with internet access. Cloud storage helps keep…