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. Each VPC is secure and logically isolated from other virtual networks within the same public cloud. This allows users to have full control over their own VPCs to personalize and configure their data sources. In a PVC, users can utilize the infrastructure resources of the cloud, such as processing, storage, and networking.
Especially in machine learning and natural language processing (NLP) projects, data is often represented as numerical vectors. At this point, traditional databases may be insufficient to manage vector-based data. This is where Vector Database (Vector DB) comes into play.
Pre-training refers to pre-training a model on large data sets and then fine-tuning it to perform a specific task. This technique is widely used, especially in areas such as natural language processing (NLP) and image processing.
Data cleanup, or data rubbing, is the process of detecting and correcting or removing data or records that are incorrect from a database. It also includes correcting or removing unformatted or duplicate data or records.
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