課程簡介
介紹
- 專案團隊採用的原因和方式 Hadoop
- 一切是如何開始的
- 項目經理在 Hadoop 專案中的角色
瞭解 Hadoop 的架構和關鍵概念
- HDFS的
- MapReduce的
- Hadoop 生態系統的其他部分
什麼是 Big Data?
不同的存儲方法 Big Data
HDFS(Hadoop 分散式文件系統)作為基礎
如何處理 Big Data
- 分散式處理的力量
使用MapReduce處理數據
- 如何逐步挑選數據
聚類在大規模分散式處理中的作用
- 體系結構概述
- 聚類方法
使用 YARN 對數據和流程進行集群
非關係型Database在大數據存儲中的作用
使用 Hadoop 的非關係資料庫:HBase
數據倉庫體系結構概述
使用 Hive 管理數據倉庫
從 Shell-Scripts 運行 Hadoop
使用 Hadoop 流式處理
其他 Hadoop 工具和實用程式
開始 Hadoop 專案
- 揭開複雜性的神秘面紗
將現有項目移至 Hadoop
- 基礎結構注意事項
- 超出分配的資源進行擴展
Hadoop 專案利益相關者及其工具包
- 開發人員、數據科學家、業務分析師和項目經理
Hadoop 作為新技術和新方法的基礎
閉幕致辭
最低要求
- 對程式設計有大致的瞭解
- 對資料庫的理解
- 基礎知識 Linux
客戶評論 (6)
Trainer's preparation & organization, and quality of materials provided on github.
Mateusz Rek - MicroStrategy Poland Sp. z o.o.
Course - Impala for Business Intelligence
I thought he did a great job of tailoring the experience to the audience. This class is mostly designed to cover data analysis with HIVE, but me and my co-worker are doing HIVE administration with no real data analytics responsibilities.
ian reif - Franchise Tax Board
Course - Data Analysis with Hive/HiveQL
Many hands-on sessions.
Jacek Pieczątka
Course - Administrator Training for Apache Hadoop
The VM I liked very much The Teacher was very knowledgeable regarding the topic as well as other topics, he was very nice and friendly I liked the facility in Dubai.
Safar Alqahtani - Elm Information Security
Course - Big Data Analytics in Health
The fact that all the data and software was ready to use on an already prepared VM, provided by the trainer in external disks.
vyzVoice
Course - Hadoop for Developers and Administrators
practical things of doing, also theory was served good by Ajay