一文了解大数据管理的技术

{"type":"doc","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong"}],"text":"英文原文"},{"type":"text","text":"："},{"type":"link","attrs":{"href":"https:\/\/luminousmen.com\/post\/data-management-skills","title":"","type":null},"content":[{"type":"text","text":"https:\/\/luminousmen.com\/post\/data-management-skills"}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"我的朋友问了我一个有意思的问题：有哪些技能值得数据管理专家学习，以及如何建立发展路线图？"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"事实上，这个问题也让我陷入深思，因为我的脑海中还没有一个清晰的框架。本文仅仅是我对于这个问题的一些想法，并且很大部分是我对数据管理的当前状态与未来的"},{"type":"text","marks":[{"type":"strong"}],"text":"推测"},{"type":"text","text":"。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"阅读本文的前置知识"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"首先，和其他任何领域一样，有一些基础知识是任何软件工程师都应该了解的。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"简而言之，我假设来到大数据领域的人已经知道某种编程语言，并且对例如算法、SQL、版本控制（VCS）、系统生命发展周期（SDLC）、网络、Linux和CI\/CD等基础知识有所了解。无论如何，这些软件工程的通用实践都是无处不在的。这是我认为在任何软件工程领域都需要了解的基础。如果你不了解它们，那么请你最好先学习它们。也许你另有高见，也可以与我讨论。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"大数据基础"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}}]}