Databases and Data Modeling - Teradata VantageCloud Lake

Lake - Database Reference

Deployment
VantageCloud
Edition
Lake
Product
Teradata VantageCloud Lake
Release Number
Published
February 2025
ft:locale
en-US
ft:lastEdition
2025-11-21
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The purpose of this document is to provide guidelines to help you design a database that provides users with the following characteristics:
  • A single, unified, unambiguous view of the data
  • Optimal access for any possible valid query
  • Freedom from navigation

These attributes can be achieved by careful collection and analysis of requirements and through careful planning of how to implement those requirements. The name used to describe the planning of the structure and relationships of a database is data modeling.

Data modeling comes in two modes: logical and physical.

These two modes can be done one after the other or interleaved in an agile fashion depending on your requirements and implementation style.