Glossary of Data Science and Data Analytics

What is Data Gravity?

DATA WAREHOUSE

Data gravity occurs when the volume of data in a warehouse increases and the number of uses also increases. In some cases, copying or moving data can be troublesome and expensive. Therefore, data tends to pull services, applications and other data into its warehouse. Primary examples of data gravity are data warehouses and data lakes. Data in these systems is inert. Scalable volumes of data often break existing infrastructure and processes, requiring risky and expensive fixes. Therefore, the best practice is to move design processing to data, not the other way around.

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Discover Glossary of Data Science and Data Analytics

What is Dense Data?

Data intensive refers to data structures in which most cells or fields in the data matrix or data set are filled, with minimal empty or zero values.

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What is Generative Adversarial Networks (GANs)?

Generative Adversarial Networks (GANs) are an innovative AI architecture in which two AI models work in competition. GANs are particularly used for the production of realistic images, videos and other digital content and have revolutionized creative AI projects.

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What is Python?

Python is an object-oriented, high-level programming language developed by Guido van Rossum. It first appeared in 1991. Designed to be both easy and fun, the name “Python” is a greeting to the British comedy group Monty Python.

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