我们先来看看数据中台和传统数据仓库的区别，数据中台可以理解为数据驱动。
建设思想：数据仓库是数据驱动，数据中台是业务驱动；
使用场景：数据仓库是分析性场景，数据中台有分析型场景，还深入到交易性场景。
比如猜你喜欢，或者在你购物车里的商品如果有打折或优惠信息，数据中台可以提醒或告知消费者，这些交易性场景，以前数据仓库做不到。中国数字化转型网www.szhzxw.cn
数据结构：数据仓库主要是结构化数据，数据中台结构化数据、半结构化数据、非结构化数据。
我举一个例子看是不是更好理解一些：
顾客点菜：传统数据仓库思维
我们去外面吃饭，点菜就是看菜单点菜，看菜吃饭，有什么菜我就点，没有的点了也没有。
菜品类似数据，也就是说数据仓库是先告诉你有什么数据，我需要就用，没有我就不想。
餐馆定位和选址：数据中台的数据驱动思维
餐馆定位和选址，就是数据驱动的场景思维，依据用户群来做餐馆的定位和选址，然后决定需要哪些菜单和菜品，然后聘请什么样的厨师，购买什么样的食材。中国数字化转型网www.szhzxw.cn
就是说先看我的业务需求是什么，然后再看我有什么数据，如果没有就改造业务系统、手工填报，或者新建业务系统，反正这些数据没有你也得有。中国数字化转型网www.szhzxw.cn
通常这个工作我们称之为数据治理，也就是说做数据中台之前通常会先做数据治理咨询。
翻译：
What is the difference between a data center and a data warehouse?
Let’s first look at the difference between the data center and the traditional data warehouse, the data center can be understood as data-driven.中国数字化转型网www.szhzxw.cn
Construction idea: Data warehouse is data-driven, data center is business-driven;
Usage scenario: The data warehouse is an analytical scenario, the data center has an analytical scenario, and it also goes deep into the transactional scenario.
For example, guess what you like, or if there is a discount or discount information in your shopping cart, the data center can remind or inform consumers of these transactional scenarios, which the data warehouse could not do before. China Digital Transformation network www.szhzxw.cn
Data structure: Data warehouse is mainly structured data, data center structured data, semi-structured data, unstructured data.中国数字化转型网www.szhzxw.cn
Let me give you an example to make it easier to understand:
Customer order: Traditional data warehouse thinking
We go out to eat, order is to look at the menu order, look at the food to eat, there is something I order, there is no point.
Dishes are similar to data, that is to say, the data warehouse is to tell you what data is available, I need to use it, and I don’t want to.中国数字化转型网www.szhzxw.cn
Restaurant location and location: Data-driven thinking in a data center
Restaurant positioning and location is a data-driven scene thinking, according to the user group to do restaurant positioning and location, and then decide what menu and dishes are needed, and then hire what kind of chef, and buy what kind of ingredients. China Digital Transformation network www.szhzxw.cn
That is to say, first look at what my business needs are, and then look at what data I have, if not, transform the business system, manually fill in the report, or create a new business system, anyway, these data do not have you have. China Digital Transformation network www.szhzxw.cn
Usually, this work is called data governance, which means that data governance consulting is usually done before the data center.中国数字化转型网www.szhzxw.cn
