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.
MLOps is, in simple terms, a set of applications aimed at improving communication and collaboration between your employees in data science and operations of your brand. Machine learning is also defined as a combination of data engineering and development activities.
Data Observability is the ability to monitor, diagnose, and manage the quality of data throughout the data lifecycle. It is also the discipline to automatically find out the health of your data and solve problems as soon as possible.
Generative Adversarial Networks (GANs) are artificial intelligence models that generate realistic data by training two neural networks (generator and discriminator) in a competing learning mechanism. Many variants of this technology have been developed for different use cases.
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