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大数据及Hadoop基础(选学)
开源大数据技术(选学)
阿里云大数据工具
离线数仓实战
实时数仓实战
学习路线
阶段 1:大数据及Hadoop基础(选学)
6门课程 | 195课时
学习前要求:Java编程基础(
Java学习路线)、SQL基础(
数据库学习路线)
学习后将掌握:大数据的概念,开源大数据分析系统Hadoop基础及应用。如果希望直接应用,可从阶段3开始学习。
阶段 2:开源大数据技术(选学)
7门课程 I 245课时
学习前要求:了解阶段1的知识点(大数据概念、Hadoop基础)
学习后将掌握:热门开源大数据技术及框架的概念和应用。
阶段 3:阿里云大数据工具
6门课程 I 43课时
学习前要求:大数据概念(阶段1的第1个课程)、SQL基础(
数据库学习路线)
学习后将掌握:阿里云大数据分析/开发相关工具的使用方法。
学习前要求:了解阿里云大数据分析/开发相关工具的使用(阶段3知识点)
学习后将掌握:基于阿里云的大数据工具搭建离线数据仓库的方法。
学习前要求:了解阿里云大数据相关产品的使用(阶段3知识点)
学习后将掌握:基于阿里云的大数据产品搭建实时数据仓库的方法。