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.
A relational database consists of tables that are related to each other, and each table contains data of a specific data type - an entity. The relational model defines reality and usually has as separate tables as the number of entities. A relational database attempts to display all data items only once.
Backpropagation is a fundamental algorithm used in the learning process of artificial neural networks. This algorithm allows neural networks to learn how to optimize the weights needed to solve a problem.
Yapay zeka teknolojilerindeki hızlı ilerleme, farklı alanlarda kullanılabilecek çeşitli modellerin geliştirilmesini sağlamıştır. DeepSeek-V3, bu modellerden biri olarak öne çıkan, ileri düzey bilgi işleme ve çıkarım yapma yetenekleriyle dikkat çeken bir yapay zeka modelidir.
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