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< 全部学习路线 < 全部学习路线
大数据学习路线
5
学习阶段
27
免费课程
592 课时
教学视频
2
云上综合实战
从开源大数据技术(选学),到云上大数据快速应用(更便捷、更强大)
技能测试 技能测试
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。
一键加入所有课程
大数据简史
免费
7课时
Hadoop 快速入门
免费
40课时
分布式文件系统 HDFS
免费
44课时
分布式计算框架 MapReduce
免费
90课时
分布式资源管理框架 YARN
免费
6课时
Hadoop 调优及扩展案例
免费
8课时
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。
一键加入所有课程
数据采集系统 Flume 快速入门
免费
21课时
分布式数据库 HBase
免费
50课时
数据管理与数据仓库概述
免费
8课时
数据仓库系统 Hive
免费
25课时
数据离线计算 Spark
免费
93课时
分布式消息系统 Kafka
免费
25课时
分布式协调系统 Zookeeper
免费
23课时
Apache Flink 2021入门课程
免费
9课时
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。
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大数据计算服务MaxCompute
免费
6课时
MaxCompute行业应用及调优
免费
8课时
一站式大数据平台DataWorks
免费
9课时
数据报表Quick BI
免费
6课时
数据大屏DataV
免费
9课时
分析型数据库 AnalyticDB
免费
5课时
阶段 4:离线数仓实战
5门课程 | 79课时
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。
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1. 数据仓库概念及项目介绍
免费
9课时
2. 数据生成及采集
免费
21课时
3. 用户行为数仓搭建
免费
13课时
4. 业务数仓理论与搭建
免费
19课时
5. 作业调度与数据可视化
免费
17课时
阶段 5:实时数仓实战
3门课程 | 30课时
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。
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1. 项目架构与数据准备
免费
14课时
2. 实时计算与结果输出
免费
10课时
3. 制作数据可视化大屏
免费
6课时
课程合作伙伴