KBW数据建模产品

KBW是一款AI多维数据仓库产品，实现异构数据的集中化存储和高性能计算。 KBW提供数据湖、数据仓库、数据集市等分层数据存储，支持图形化低代码SQL建模，通过构建多维数据集进行快速查询。实现标准化建模和统一查询口径。内置AI算法模型库，支持Python编程建模，通过智能机器学习实现大数据挖掘和预测。支持构建在第三方结构化或非结构化数据库之上，选用内存计算组件实现高性能计算。KBW is an AI-powered multi-dimensional data warehouse product that enables centralized storage of heterogeneous data and high-performance computing. It provides layered data storage including data lakes, data warehouses, data marts and other types, supports graphical low-code SQL modeling, and delivers fast query responses by building multi-dimensional datasets. It realizes standardized modeling and unified query specifications. It features a built-in AI algorithm model library, supports modeling via Python programming, and implements big data mining and prediction through intelligent machine learning. Additionally, it supports deployment on third-party structured or unstructured databases, and adopts in-memory computing components to achieve high-performance computing.

搜集汇总

背景与挑战

背景概述

KBW数据建模产品是一款AI多维数据仓库产品，支持异构数据的集中化存储和高性能计算，提供数据湖、数据仓库、数据集市等分层存储，并内置AI算法模型库，适用于大数据挖掘和预测。