Glossary of Data Science and Data Analytics

What is Cluster Analysis? (Cluster Analysis)

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Cluster analysis or clustering is a statistical classification technique or activity that involves grouping a set of objects or data in such a way that those contained in the same group (cluster) will be similar to each other but different from those in the other group. It is required for data mining and exploration, and is commonly used in the bioinformatics industry and other sectors within the scope of machine learning, pattern recognition, image analysis, and analyzing large datasets.

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What is Neural Style Transfer (NST)?

Neural Style Transfer (NST) is a method of applying the style of one image to another using artificial neural networks. Using deep learning algorithms, this technique combines two images: the style of one (e.g. a work of art) and the content of the other (e.g. a photograph) to create an expressive and artistic result.

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What is Data Privacy?

Data Privacy refers to the secure and confidential protection of personal or sensitive data of individuals or organizations during the collection, storage, sharing and processing of personal or sensitive data.

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What is Google Pub/Sub?

Google Pub/Sub is a message-based publish-subscribe service offered by Google Cloud Platform (GCP). This system offers a reliable, asynchronous and scalable messaging infrastructure between applications.

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