Data visualization describes the shape of information formed in a graph depicting a particular context. Data visualizations contain contextual information (the metadata) and the actual data, making the information more straightforward for people to process and analyze. According to DAMA-DMBoK2, data visualizations cover traditional BI tools like “tables, pie charts, line charts, area charts, bar […]
What Is Data Wrangling?
Data wrangling, also known as data mungling, shapes data, found in different formats, restructuring it to provide business value. Companies implement a variety of data systems to guide business decisions and solve problems to optimize a situation. Over time business context evolves, with newer technologies, additional data sources, updated regulations, and different stakeholder requirements. This […]
What Is Data-Driven?
The term data-driven describes a business state where data is used to power decision-making and other related activities efficiently, in real-time. For a business, reaching the data-driven state is like the difference between driving an automobile and traveling by horse. Data-driven businesses get to their destination faster and more efficiently. Data-driven characteristics include well-integrated data […]
What Is Database Management?
Database Management allows a person to organize, store, and retrieve data from a computer. Database Management can also describe the data storage, operations, and security practices of a database administrator (DBA) throughout the life cycle of the data. Managing a database involves designing, implementing, and supporting stored data to maximize its value. Database Management Systems, […]
What Is DataOps?
DataOps (Data Operations) is collaborative Data Management practices “focused on improving the communication, integration, and automation of data flows” to create predictable delivery and change management of data, data models, and related artifacts. DataOps were created as a better way to develop and deliver analytics, and to aid the data engineers, business uses, analysts, and […]
What Is Deep Learning?
Deep Learning is a type of Machine Learning, using neural networks to grasp complex patterns. This type of technology allows Artificial Intelligence systems to perform human like tasks, “such as recognizing real-life objects or understanding speech.” While the operation of these brain-inspired networks remains inscrutable, their interconnected layers algorithms give machines the ability to be […]
What Is Descriptive Analytics?
Descriptive analytics, or business intelligence, uses historical information to answer the question “What Happened?” Think of it as a rear-view mirror into business performance or a summary view of facts and figures in an understandable format to either inform or prepare data for further analysis. Observations, case studies, and surveys form the basis of descriptive analytics. Descriptive […]
What Is Digital Transformation?
The term “digital transformation” describes an overall vision where technology, along with human resources, improves efficiency and effectiveness of business, cultural, and social activities. Digital transformation remakes processes through computing advances such as the internet of things (IoT), mobile applications, customer engagement, artificial intelligence and data, and analytics. While the definitions of digital transformation embody […]
What Is Edge Computing?
Edge Computing uses a network of microdata stations to process and store Big Data locally, taking the concept of a distributed architecture to the next level. With the growth of sensor data from the Internet of Things (IoT), bottlenecks in network traffic, and the drawbacks of using Cloud Computing (such as spotty internet connection), Edge Computing […]
What Is Enterprise Information Management (EIM)?
The Gartner IT Glossary defines Enterprise Information Management (EIM) as: “An integrative discipline for structuring, describing and governing information assets across organizational and technological boundaries to improve efficiency, promote transparency and enable business insight.” According toOpenText, EIM: “Helps businesses attain 360-degree views of their Big Data and Analytics by streamlining organizational workflows, increasing the quality […]