Glossary of Data Science and Data Analytics

What is MongoDB?

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MongoDB is a cross-platform, open-source database that uses a document-oriented data model rather than a relational database structure based on a traditional table. This type of model facilitates and speeds up the integration of structured and unstructured data.

How MongoDB Works

MongoDB is a NoSQL database that stores large amounts of data using JSON-like documents along with optional schemas. It is a flexible data storage model that not only facilitates querying for the user, but also facilitates database management for developers.

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What is Nano Banana AI?

Nano Banana AI is an AI-powered image creation and editing platform based on Google's Gemini 2.5 Flash Image model. The tool, which first began testing as an anonymous model on an artificial intelligence assessment platform called LMarena in August 2025, was officially launched on August 26, 2025 via the Gemini app.

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What is Serverless Architecture?

Serverless Architecture, although the term “serverless” is used in its name, it is not actually a structure in which servers disappear completely. This architecture is an information model that allows developers to focus directly on application code without having to deal with issues such as infrastructure management, server maintenance and scaling.

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What is Embedding?

In AI and machine learning projects, instead of processing raw data directly, it is necessary to make it more meaningful and processable. An important concept that comes into play at this point is Embedding.

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