Data Variety – Modern Data WarehousesData Variety – Modern Data Warehouses
2024-08-07 0 Comments 4:46 AMData Variety Variety is defined as the ability to ingest from and integrate with a variety of formats of data,[...]
Data Variety Variety is defined as the ability to ingest from and integrate with a variety of formats of data,[...]
Self-service: In the traditional setup, the IT department built everything in a data warehouse. However, modern DW architecture enables splitting[...]
The data lake house is the solution to these problems. It is based on a modern data platform and stores[...]
Data Lake, Lake House, and Delta Lake Concepts Let us start with understanding the concept of the data warehouse. Using[...]
Create a Data Lake on Azure and Ingest the Health Data CSV File Let us create an Azure data lake.[...]
Selected the DelimitedText option as in Figure 3-29, as our data is in the CSV format in the data lake.[...]
Implement Lake House in AWS Now, let us implement a lake house in AWS using the health data CSV file[...]
Volume As the volume of data is increasing, we need to plan for the storage and processing of terabytes or[...]
Distributed Processing Distributed processing is a revolutionary development in computing models in analytics, scientific tasks, and more computation-heavy applications, as[...]
Storage asaService The storage capacity growth trend seen from cloud vendors is moving positively toward consumption-based offerings. Given the need[...]