Semi-structured data is data that is not captured or formatted by traditional methods. Semi-structured data does not follow the format of a tabular data model or relational databases because it does not have a fixed schema. However, the data is not completely raw or unstructured and has some structural elements, such as labels and organizational superdata, which will facilitate its analysis. The advantages of semi-structured data are that they are more flexible and simpler to scale compared to structured data.
Foundation Models (FMs) refer to structures trained on large data sets in the field of artificial intelligence and machine learning, versatile and usable in a variety of applications.
VPC (virtual private cloud) stands for virtual private cloud. A VPC is a personal and private virtual network space located in a public cloud environment.
Transformer is a model that has revolutionized the world of artificial intelligence and deep learning. Used especially in natural language processing (NLP) tasks, it has achieved extraordinary success in tasks such as machine translation, text summarization, text generation and question-and-answer systems thanks to its ability to better grasp the meaning of texts.
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