Definition of Data Integration Data Integration: Data integration is the process of combining data from multiple sources into a single coherent dataset. This can be done manually, but more often it is done with software that can combine the data automatically. The goal of data integration is to make it easier to analyze the data…
Definition of Data Governance Data Governance: The process of governing data involves implementing structure, controls, and processes around the management of data. Data governance aims to ensure that data is consistently accurate, complete, and accessible across the enterprise. It also helps identify and protect sensitive information while maximizing its value. What is Data Governance used…
Definition of Data Frame Data Frame: A data frame is a rectangular table of data consisting of rows and columns. The data in each column has the same type, and the order of the columns is defined by the programmer. What is a Data Frame used for? A data frame is a two-dimensional data structure…
Definition of Data Engineering Data Engineering: Data engineering is the process of extracting meaning from data and transforming it into a form that can be used by business analysts, managers, and other decision-makers. Data engineering involves creating models and tools to make data more accessible and useful. What is Data Engineering used for? Data engineering…
Definition of Data Engineer Data Engineer: A data engineer is a professional who creates and maintains the data pipelines that allow a company to make use of data science. Data engineers are responsible for ensuring that data is correctly collected, cleansed, and organized, so that it can be used by data scientists to glean insights…
Definition of Data Collection Data Collection: Data collection is the process of gathering data, often from different sources, for analysis. This can be done through surveys, interviews, focus groups, or other methods. What is a Data Collection used for? A Data Collection is a collection of data that is used for the purpose of analysis…
Definition of Data Breach Data Breach: A data breach is an incident in which sensitive, confidential, or private data is accessed or released without authorization. What are the usual things to consider when a data breach occurs? When a data breach occurs, there are a number of considerations that need to be taken into account….
Definition of Data Analyst Data Analyst: A data analyst is a professional who is responsible for interpreting data and presenting it in a way that is easy to understand. They work with teams of data scientists and engineers to help turn raw data into insights that can be used to make decisions. What does a…
Definition of Data Analysis Data Analysis: Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of extracting useful information from it. What is a Data Analysis used for? Data analysis is an important process used to gain insights and understanding from data sets. It can be used to uncover…
Definition of Data Data is the plural of datum, which is a single piece of information. In data science, data refers to the large set of information that is collected and analyzed. This information can be in any form, including text, numbers, images, or binary code. Data science is the process of extracting insights from…