Working with big data

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Also important is the concept of Embedding . It reflects the process of converting texts into numerical values, between which distances can be determined. The neural network treats these distances as similar words arranged by topic, for example, food in one group, social networks in another, and so on.



So, there are several aspects that a neural network analyzes. We understand that text is converted into tokens, numerical representations, between which the network determines the distance. The smaller the distance, sweden consumer email list the more words are grouped together, which allows the network to predict the next output. It is important to remember that a neural network does not have consciousness like a human; it is an algorithm created by humans for humans. The myth that artificial intelligence will take over the world remains a myth, because we are far from such a reality.

Let's talk about agents. Don't be afraid of artificial intelligence; it won't replace you, it will only help you. Your knowledge and creativity are used by humans, not the other way around.

Research shows that neural networks are great at analyzing the beginning and end of text. However, it is important to remember that they can miss some information inside. So choose the right prompt and provide relevant examples to avoid inaccuracies.