Hadoop for Business Analysts培訓

課程代碼

hadoopba

課程時長

21 時間：同常來說包括休息是 3天

最低要求

programming background with databases / SQL
basic knowledge of Linux (be able to navigate Linux command line, editing files with vi / nano)

Lab environment

Zero Install : There is no need to install hadoop software on students’ machines! A working Hadoop cluster will be provided for students.

Students will need the following

an SSH client (Linux and Mac already have ssh clients, for Windows Putty is recommended)
a browser to access the cluster. We recommend Firefox browser with FoxyProxy extension installed

概觀

Apache Hadoop是處理大數據最流行的框架。 Hadoop提供豐富而深入的分析功能，並且正在進入傳統BI分析世界。本課程將向分析師介紹Hadoop生態系統的核心組件及其分析聽衆業務分析師持續時間三天格式講座和實驗室之手。

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課程簡介

Section 1: Introduction to Hadoop
- hadoop history, concepts
- eco system
- distributions
- high level architecture
- hadoop myths
- hadoop challenges
- hardware / software
- Labs : first look at Hadoop
Section 2: HDFS Overview
- concepts (horizontal scaling, replication, data locality, rack awareness)
- architecture (Namenode, Secondary namenode, Data node)
- data integrity
- future of HDFS : Namenode HA, Federation
- labs : Interacting with HDFS
Section 3 : Map Reduce Overview
- mapreduce concepts
- daemons : jobtracker / tasktracker
- phases : driver, mapper, shuffle/sort, reducer
- Thinking in map reduce
- Future of mapreduce (yarn)
- labs : Running a Map Reduce program
Section 4 : Pig
- pig vs java map reduce
- pig latin language
- user defined functions
- understanding pig job flow
- basic data analysis with Pig
- complex data analysis with Pig
- multi datasets with Pig
- advanced concepts
- lab : writing pig scripts to analyze / transform data
Section 5: Hive
- hive concepts
- architecture
- SQL support in Hive
- data types
- table creation and queries
- Hive data management
- partitions & joins
- text analytics
- labs (multiple) : creating Hive tables and running queries, joins , using partitions, using text analytics functions
Section 6: BI Tools for Hadoop
- BI tools and Hadoop
- Overview of current BI tools landscape
- Choosing the best tool for the job

客戶評論

★★★★★

★★★★★

你最喜歡什麼培訓？：詳細介紹每個工具。

Amber Mehrotra - NIIT Limited

課程:Hadoop Administration

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事實上，所有數據和軟件都已準備好在已準備好的VM上使用，由外部磁盤中的培訓師提供。

vyzVoice

課程:Hadoop for Developers and Administrators

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我最喜歡教練提供真實的實例。

Simon Hahn

課程:Administrator Training for Apache Hadoop

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我真的很享受培訓師的巨大能力。

Grzegorz Gorski

課程:Administrator Training for Apache Hadoop

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我真的很喜歡這些實踐課程。

Jacek Pieczątka

課程:Administrator Training for Apache Hadoop

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這是非常親力親為的，我們花了一半的時間實際在Clouded / Hardtop做事，運行不同的命令，檢查系統，等等。額外的材料（書籍，網站等）真的很感激，我們將不得不繼續學習。安裝非常有趣，而且非常方便，從頭開始的集群設置非常好。

Ericsson

課程:Administrator Training for Apache Hadoop

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很多動手練習。

Ericsson

課程:Administrator Training for Apache Hadoop

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Ambari管理工具。能夠討論除電信之外的其他業務案例的實際Hadoop體驗。

Ericsson

課程:Administrator Training for Apache Hadoop

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我非常喜歡的虛擬機器老師對這個話題以及其他話題都很瞭解, 他很好, 也很友好。我喜歡迪拜的設施。

Safar Alqahtani - Elm Information Security

課程:Big Data Analytics in Health

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與參加培訓的人溝通。

Andrzej Szewczuk - Izba Administracji Skarbowej w Lublinie

課程:Apache NiFi for Administrators

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實際做的事情，理論也得到了Ajay的好評

Dominik Mazur - Capgemini Polska Sp. z o.o.

課程:Hadoop Administration on MapR

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演習

Capgemini Polska Sp. z o.o.

課程:Hadoop Administration on MapR

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練習的有用性

Algomine sp.z.o.o sp.k.

課程:Apache NiFi for Administrators

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我發現培訓很好，信息量很大......但是可以分發4到5天，讓我們可以了解不同方面的更多細節。

Veterans Affairs Canada

課程:Hadoop Administration

Machine Translated

我非常喜歡這種訓練。安東擁有豐富的知識，並以非常方便的方式提出了必要的理論。很棒的是，培訓是很多有趣的練習，所以我們從一開始就接觸到了我們所知道的技術。

Szymon Dybczak - Algomine sp.z.o.o sp.k.

課程:Apache NiFi for Administrators

Machine Translated

我發現這個課程給了一個很好的概述，並迅速觸及了一些我甚至沒有考慮的領域。

Veterans Affairs Canada

課程:Hadoop Administration

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ibm business consulting services

nexsan technologies canada

avid technology

toyota bank polska

santander consumer bank

european space agency (esa)

thomson reuters corporation

universal music publishing group

zf friedrichshafen

european organization for nuclear research (cern)

avon products, inc

royal dutch shell

procter & gamble (p&g)

the emirates group

environmental protection agency (epa) ireland

nokia siemens networks

starnet telecom

aviva commercial union

société générale

schneider electric

phoenix geophysics

ibm business consulting services

nexsan technologies canada

avid technology

toyota bank polska

santander consumer bank

european space agency (esa)

thomson reuters corporation

universal music publishing group

zf friedrichshafen

european organization for nuclear research (cern)

avon products, inc

royal dutch shell

procter & gamble (p&g)

the emirates group

environmental protection agency (epa) ireland

nokia siemens networks

starnet telecom

aviva commercial union

société générale

schneider electric

phoenix geophysics

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