Data integration uses both technical and business processes to merge data from different sources, helping people access useful and valuable information efficiently. A well-thought-out data integration solution can deliver trusted data from a variety of sources. Data integration is gaining more traction within the business world due to the exploding volume of data and the […]
Building a Data Culture with Data Storytelling
Businesses worldwide are churning out vast volumes of data like never before. Statistics show that people will generate 120 zettabytes of data by the end of 2023, and that number will likely climb to 181 zettabytes by 2025. To extract the full value of all this data, business leaders must prioritize data-driven practices such as data storytelling – a […]
How to Become a Database Manager
Becoming a database manager requires knowing how to deal with both technology and people. The responsibilities of a database manager typically include establishing and enforcing the data standards for the business and troubleshooting any problems with the data or the system. The database manager often works with other management staff to improve data sharing and […]
Distributed Data Architecture Patterns Explained
Distributed data architecture, models using multiple platforms, and processes for data-driven goals continue to generate increased interest. As William McKnight, president of McKnight Consulting Group (MCG) and well-known data architecture advisor, says, “Seldom a database vendor does not interact with concepts around distributed data architectures: the data lakehouse, data mesh, data fabric, and data cloud, and I am […]
9 Benefits of Business Intelligence
Business intelligence (BI) refers to the process of collecting, analyzing, and interpreting business data to unlock business potential. In 2023, business intelligence plays a crucial role in the growth and success of global businesses, providing benefits that help them gain a competitive edge. BI tools assist business leaders in making data-driven decisions and provide them […]
A Brief History of Natural Language Processing
Natural language processing (NLP) helps computers understand and use human languages. In the early 1900s, a Swiss linguistics professor named Ferdinand de Saussure died, and in the process, almost deprived the world of the concept of “Language as a Science,” which eventually led to natural language processing. From 1906 to 1911, Professor Saussure offered three […]
Developing a Digital Transformation Framework
In today’s world, digital transformation is no longer an option. Instead, it is a necessity for businesses to stay competitive. The rapid pace of technological advancements, coupled with changing consumer behavior and expectations, has forced companies to rethink their strategies and embrace digital transformation. In fact, a recent study by McKinsey & Company found that […]
Transforming Data Quality with Machine Learning
Machine learning makes improving Data Quality easier. Data Quality refers to the accuracy of the data: High-quality data is more accurate, while low-quality data is less accurate. Accurate data/information supports good decision-making. Inaccurate data/information results in bad decision-making. So, intelligent decision-making can be supported by supplying accurate information through the use of machine learning. Machine […]
Data Science vs. Machine Learning vs. AI
In the data economy, data is king. Today, any business – small, medium, or large – thrives on its data assets. The recent trend of offering data-driven insights as a service has opened up a profitable revenue channel for businesses. Cloud computing and hosted analytics have brought data-as-a-service to the desktops of ordinary business users, […]
Master Data Management Best Practices
Modern businesses can stay competitive by using the best practices for master data management (MDM). These best practices promote the use of clean, accurate data about suppliers, customers, and products. This, in turn, supports better analytics and business decisions. A master data management solution supports the development of master data, which can provide consistent, accurate data […]