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www.edureka.co/talend-for-big-data
ETL using Big Data Talend
View Talend For Big Data course details at www.edureka.co/talend-for-big-data
Slide 2 www.edureka.co/talend-for-big-data
 Understand how ETL is complementing Hadoop Ecosystem
 Adapt to ETL-Big Data industry
 Understand why Talend is used with Big Data
 Learn Big Data not in months but in Minutes
 Understand the Use Case – Banking Industry
 Implement a Talend job with Hadoop
At the end of this session, you will be able to:
Objectives
Slide 3 www.edureka.co/talend-for-big-data
A Graphical Abstraction Layer on top of Hadoop Applications – this makes life so much easy in the Big Data buzz
world
The surprising stuff about the current buzz and questions heralding the end of ETL and even data warehousing
is the lack of pushback and analysis of some of the outlandish comments made
ETL with Big Data
» What no one seems to question in response to these sorts of comments is
the naive assumptions these statements are based on !!
» Is it realistic for most companies to move all of their data into Hadoop?
The typical assertion is that "Hadoop eliminates the need for ETL”…. Seriously ?
Slide 4 www.edureka.co/talend-for-big-data
ETL with Big Data
Machine
Data
Transactional
Data
Business Apps
Data
ETL
Workflow
Big Data
Extra and Load
Slide 5 www.edureka.co/talend-for-big-data
Is writing ETL scripts in
MapReduce code still ETL?
Is ETL running faster (in
few cases & slower in
others) on Hadoop
eliminating ETL?
Is introduction of Hadoop
changing when, where
and how ETL happens?
Yes No Yes
The question isn't really that are we eliminating ETL, but where does ETL take place & how are we changing its definition
ETL with Big Data (Contd.)
Slide 6 www.edureka.co/talend-for-big-data
Defining ETL
E
• represents the ability to consistently and reliably extract data with
high performance and minimal impact to the source system
T
• represents the ability to transform one or more data sets in batch or
real-time into a consumable format
L • stands for loading data into a persistent or virtual data store
Slide 7 www.edureka.co/talend-for-big-data
How learning ETL (along Big Data) is addressing major business problems ?
Why ETL + Hadoop?
BIG DATA
DATA
INTEGRATION
DATA QUALITY MDM ESB BPM
TALEND UNIFIED PLATFORM
Slide 8 www.edureka.co/talend-for-big-data
One Stop Solution!!
Improves efficiency of big data job design with graphic interface
Abstract and generates code
Run transforms inside Hadoop
Native support for HDFS, Sqoop, HBase, Mahout, Pig, Hive &
MapReduce code generate
Apache License 2.0
Embedded in Hortonworks Data Platform
Certified with Cloudera, MapR and Grenplum
An open source ecosystem
Slide 9 www.edureka.co/talend-for-big-data
Talend
Q. Why Talend?
Ans . Because the more connected the world becomes, the more quickly a business must adapt
Slide 10 www.edureka.co/talend-for-big-data
Talend is the only Graphical User Interface tool which is capable enough to “translate” an ETL job to a
MapReduce job. Thus, Talend ETL job gets executed as a MapReduce job on Hadoop and get the big data work
done in minutes
This is a key innovation which helps to reduce entry barriers in Big Data technology and allows ETL job
developers (beginners and advanced) to carry out Data Warehouse offloading to greater extent
With its Eclipse-based graphical workspace, Talend Open Studio for Big Data enables the developer and data
scientist to leverage Hadoop loading and processing technologies like HDFS, HBase, Hive, and Pig without
having to write Hadoop application code
Hadoop Applications, Seamlessly gets Integrated within minutes using Talend
Why Talend?
Slide 11 www.edureka.co/talend-for-big-data
By simply selecting graphical components from a palette, arranging and configuring them, you can create Hadoop jobs
For example:
1. Load data into HDFS (Hadoop Distributed File System)
2. Use Hadoop Pig to transform data in HDFS
3. Load data into a Hadoop Hive based data warehouse
4. Perform ELT (extract, load, transform) aggregations in Hive
5. Leverage Sqoop to integrate relational databases and Hadoop
Why Talend? (Contd.)
Slide 12 www.edureka.co/talend-for-big-data
Talend Hadoop Integration
Slide 13 www.edureka.co/talend-for-big-data
 For Hadoop applications to be truly accessible to your organization, they need to be smoothly integrated into your
overall data flows
 Talend Open Studio for Big Data is the ideal tool for integrating Hadoop applications into your broader data
architecture
 Talend provides more built-in connector components than any other data integration solution available, with more
than 800+ connectors that make it easy to read from or write to any major file format, database, or packaged
enterprise application
For Example, in Talend Open Studio for Big Data, you can use drag 'n drop configurable components to create data
integration flows that move data from delimited log files into Hadoop Hive, perform operations in Hive, and extract
data from Hive into a MySQL database (or Oracle, Sybase, SQL Server, and so on)
Talend Hadoop Integration (Contd.)
Slide 14 www.edureka.co/talend-for-big-data
 More and more enterprise wanted to scale up in Hadoop/Big Data technologies with use of existing pool of
talent and reduce overspending on map-reduce programmer (which is pretty new and expensive)
 High rise of job trend in Data Scientist/Data Analysis (Talend also comes along with basic BI transformations
which reduces your dependency on simple excel dash board/ BI tools)
 Gartner is featuring Talend as the best technology in market for Data Integration and Big Data
 3 major players in Big Data industry, Hortonworks, Cloudera, MapR have already tied up with Talend for big data
solutions
 And mostly any level person in industry can quickly get started on this without much pre-requisites
Myth : I don’t know Java programming , how would this course help me learn and excel in Big Data? The biggest
advantage you get with Talend for Big Data is “there is no prerequisite” to learn this concept. Whether you come with
prior knowledge of Hadoop or not , this course has some or other best things to offer
Talend Hadoop Integration (Contd.)
Slide 15 www.edureka.co/talend-for-big-data
Learn Big Data not in months but in Minutes!! Sounds too good ? But true
Big Data in 10 minutes
HADOOP
HORTONWORKSMAPR
CLOUDERA Go from zero to big data in under 10 minutes
Get big data without coding. The Talend Big Data
Sandbox is a ready-to-run virtual environment that
includes Talend Platform for Big Data, popular
Hadoop distributions and data examples
Slide 16 www.edureka.co/talend-for-big-data
Who can use “Talend for Big Data”!!
Slide 17 www.edureka.co/talend-for-big-data
Let us all see quickly, what Talend
can do in minutes, reducing the
man-hours in doing MapReduce
programming in Hadoop, shall we?
We are just about to see the Bigger Picture
Slide 18 www.edureka.co/talend-for-big-data
A Banking industry use case :
“Addressing the challenges in growing the business with use of Big Data“ . We will use customer filled web-log data
(collected by bank) and with the help of Pig-ETL job will answer the question “where should bank hold marketing
campaigns for new product launch to get more business” , in ETL-Big Data Analytics style
In this section, you will be able to sense the true power of Talend+Big Data
Real time Use Case : ETL + Big Data
Slide 19 www.edureka.co/talend-for-big-data
Our use case setup is using the below :
» Hortonworks Sandbox 1.3
» Talend Open Studio for Big Data 5.5
» Windows 7 (64 Bit OS)
» Machine : 4GB RAM , i3 processor
Environment Setup
Slide 20 www.edureka.co/talend-for-big-data
Use-case demonstration has been divided into steps such as :
» Step 1:
Generate huge web-log data (we are generating our own source sample data to simulate real time data)
» Step 2:
Load the data from local file system to HDFS (Hadoop) in seconds
» Step 3:
Read from HDFS, Process via Pig Scripts and achieve results
Use case Design
Slide 21 www.edureka.co/talend-for-big-data
Use-case Snapshot
Slide 22Slide 22Slide 22
Project
Use Case
A Leading bank has initiated a new product launch campaign across the cities.
Post campaign , the bank wants to analyze the collected data to increase
Business and attract more customer.
How quickly can the huge log files will be analysed and made some business
value out of it within seconds ?
Wanted to know , explore the “Talend for Big Data” and join us in the next
exciting webinar and see how beautifully talend does the trick without any
complex programming (because seeing is believing).
If that is not all enough , the same talend can generate graphical
interpretation of the business data giving tough time to Business Analytics
tools.
Slide 23 www.edureka.co/talend-for-big-data
Salary Trend
Slide 24 www.edureka.co/talend-for-big-data
References
 https://www.talend.com/resource/hadoop-applications.html
 http://www.edureka.co/blog/big-data-and-etl-are-family/
Slide 25 www.edureka.co/talend-for-big-data
Course Topics
 Module 1
» Role of Open Source ETL Technologies in
Big Data
 Module 2
» Talend: A Revolution in Big Data
 Module 3
» Talend: Read & Write Various Types of
Source/Target Systems
 Module 4
» Talend: How to Transform your Business:
Basic
 Module 5
» Talend: How to Transform your Business:
Advanced 1
 Module 6
» Talend: How to Transform your Business:
Advanced 2
 Module 7
» Big Data Concepts: Required for Talend
for Big Data
 Module 8
» Introduction to Talend for Big Data
 Module 9
» Hive in Talend for Big Data
 Module 10
» Pig in Talend for Big Data and Project
Slide 26
LIVE Online Class
Class Recording in LMS
24/7 Post Class Support
Module Wise Quiz
Project Work
Verifiable Certificate
www.edureka.co/talend-for-big-data
How it Works?
Questions
Slide 27 www.edureka.co/talend-for-big-data
Slide 28 Course Url

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Talend For Big Data : Secret Key to Hadoop

  • 1. www.edureka.co/talend-for-big-data ETL using Big Data Talend View Talend For Big Data course details at www.edureka.co/talend-for-big-data
  • 2. Slide 2 www.edureka.co/talend-for-big-data  Understand how ETL is complementing Hadoop Ecosystem  Adapt to ETL-Big Data industry  Understand why Talend is used with Big Data  Learn Big Data not in months but in Minutes  Understand the Use Case – Banking Industry  Implement a Talend job with Hadoop At the end of this session, you will be able to: Objectives
  • 3. Slide 3 www.edureka.co/talend-for-big-data A Graphical Abstraction Layer on top of Hadoop Applications – this makes life so much easy in the Big Data buzz world The surprising stuff about the current buzz and questions heralding the end of ETL and even data warehousing is the lack of pushback and analysis of some of the outlandish comments made ETL with Big Data » What no one seems to question in response to these sorts of comments is the naive assumptions these statements are based on !! » Is it realistic for most companies to move all of their data into Hadoop? The typical assertion is that "Hadoop eliminates the need for ETL”…. Seriously ?
  • 4. Slide 4 www.edureka.co/talend-for-big-data ETL with Big Data Machine Data Transactional Data Business Apps Data ETL Workflow Big Data Extra and Load
  • 5. Slide 5 www.edureka.co/talend-for-big-data Is writing ETL scripts in MapReduce code still ETL? Is ETL running faster (in few cases & slower in others) on Hadoop eliminating ETL? Is introduction of Hadoop changing when, where and how ETL happens? Yes No Yes The question isn't really that are we eliminating ETL, but where does ETL take place & how are we changing its definition ETL with Big Data (Contd.)
  • 6. Slide 6 www.edureka.co/talend-for-big-data Defining ETL E • represents the ability to consistently and reliably extract data with high performance and minimal impact to the source system T • represents the ability to transform one or more data sets in batch or real-time into a consumable format L • stands for loading data into a persistent or virtual data store
  • 7. Slide 7 www.edureka.co/talend-for-big-data How learning ETL (along Big Data) is addressing major business problems ? Why ETL + Hadoop? BIG DATA DATA INTEGRATION DATA QUALITY MDM ESB BPM TALEND UNIFIED PLATFORM
  • 8. Slide 8 www.edureka.co/talend-for-big-data One Stop Solution!! Improves efficiency of big data job design with graphic interface Abstract and generates code Run transforms inside Hadoop Native support for HDFS, Sqoop, HBase, Mahout, Pig, Hive & MapReduce code generate Apache License 2.0 Embedded in Hortonworks Data Platform Certified with Cloudera, MapR and Grenplum An open source ecosystem
  • 9. Slide 9 www.edureka.co/talend-for-big-data Talend Q. Why Talend? Ans . Because the more connected the world becomes, the more quickly a business must adapt
  • 10. Slide 10 www.edureka.co/talend-for-big-data Talend is the only Graphical User Interface tool which is capable enough to “translate” an ETL job to a MapReduce job. Thus, Talend ETL job gets executed as a MapReduce job on Hadoop and get the big data work done in minutes This is a key innovation which helps to reduce entry barriers in Big Data technology and allows ETL job developers (beginners and advanced) to carry out Data Warehouse offloading to greater extent With its Eclipse-based graphical workspace, Talend Open Studio for Big Data enables the developer and data scientist to leverage Hadoop loading and processing technologies like HDFS, HBase, Hive, and Pig without having to write Hadoop application code Hadoop Applications, Seamlessly gets Integrated within minutes using Talend Why Talend?
  • 11. Slide 11 www.edureka.co/talend-for-big-data By simply selecting graphical components from a palette, arranging and configuring them, you can create Hadoop jobs For example: 1. Load data into HDFS (Hadoop Distributed File System) 2. Use Hadoop Pig to transform data in HDFS 3. Load data into a Hadoop Hive based data warehouse 4. Perform ELT (extract, load, transform) aggregations in Hive 5. Leverage Sqoop to integrate relational databases and Hadoop Why Talend? (Contd.)
  • 13. Slide 13 www.edureka.co/talend-for-big-data  For Hadoop applications to be truly accessible to your organization, they need to be smoothly integrated into your overall data flows  Talend Open Studio for Big Data is the ideal tool for integrating Hadoop applications into your broader data architecture  Talend provides more built-in connector components than any other data integration solution available, with more than 800+ connectors that make it easy to read from or write to any major file format, database, or packaged enterprise application For Example, in Talend Open Studio for Big Data, you can use drag 'n drop configurable components to create data integration flows that move data from delimited log files into Hadoop Hive, perform operations in Hive, and extract data from Hive into a MySQL database (or Oracle, Sybase, SQL Server, and so on) Talend Hadoop Integration (Contd.)
  • 14. Slide 14 www.edureka.co/talend-for-big-data  More and more enterprise wanted to scale up in Hadoop/Big Data technologies with use of existing pool of talent and reduce overspending on map-reduce programmer (which is pretty new and expensive)  High rise of job trend in Data Scientist/Data Analysis (Talend also comes along with basic BI transformations which reduces your dependency on simple excel dash board/ BI tools)  Gartner is featuring Talend as the best technology in market for Data Integration and Big Data  3 major players in Big Data industry, Hortonworks, Cloudera, MapR have already tied up with Talend for big data solutions  And mostly any level person in industry can quickly get started on this without much pre-requisites Myth : I don’t know Java programming , how would this course help me learn and excel in Big Data? The biggest advantage you get with Talend for Big Data is “there is no prerequisite” to learn this concept. Whether you come with prior knowledge of Hadoop or not , this course has some or other best things to offer Talend Hadoop Integration (Contd.)
  • 15. Slide 15 www.edureka.co/talend-for-big-data Learn Big Data not in months but in Minutes!! Sounds too good ? But true Big Data in 10 minutes HADOOP HORTONWORKSMAPR CLOUDERA Go from zero to big data in under 10 minutes Get big data without coding. The Talend Big Data Sandbox is a ready-to-run virtual environment that includes Talend Platform for Big Data, popular Hadoop distributions and data examples
  • 16. Slide 16 www.edureka.co/talend-for-big-data Who can use “Talend for Big Data”!!
  • 17. Slide 17 www.edureka.co/talend-for-big-data Let us all see quickly, what Talend can do in minutes, reducing the man-hours in doing MapReduce programming in Hadoop, shall we? We are just about to see the Bigger Picture
  • 18. Slide 18 www.edureka.co/talend-for-big-data A Banking industry use case : “Addressing the challenges in growing the business with use of Big Data“ . We will use customer filled web-log data (collected by bank) and with the help of Pig-ETL job will answer the question “where should bank hold marketing campaigns for new product launch to get more business” , in ETL-Big Data Analytics style In this section, you will be able to sense the true power of Talend+Big Data Real time Use Case : ETL + Big Data
  • 19. Slide 19 www.edureka.co/talend-for-big-data Our use case setup is using the below : » Hortonworks Sandbox 1.3 » Talend Open Studio for Big Data 5.5 » Windows 7 (64 Bit OS) » Machine : 4GB RAM , i3 processor Environment Setup
  • 20. Slide 20 www.edureka.co/talend-for-big-data Use-case demonstration has been divided into steps such as : » Step 1: Generate huge web-log data (we are generating our own source sample data to simulate real time data) » Step 2: Load the data from local file system to HDFS (Hadoop) in seconds » Step 3: Read from HDFS, Process via Pig Scripts and achieve results Use case Design
  • 22. Slide 22Slide 22Slide 22 Project Use Case A Leading bank has initiated a new product launch campaign across the cities. Post campaign , the bank wants to analyze the collected data to increase Business and attract more customer. How quickly can the huge log files will be analysed and made some business value out of it within seconds ? Wanted to know , explore the “Talend for Big Data” and join us in the next exciting webinar and see how beautifully talend does the trick without any complex programming (because seeing is believing). If that is not all enough , the same talend can generate graphical interpretation of the business data giving tough time to Business Analytics tools.
  • 24. Slide 24 www.edureka.co/talend-for-big-data References  https://www.talend.com/resource/hadoop-applications.html  http://www.edureka.co/blog/big-data-and-etl-are-family/
  • 25. Slide 25 www.edureka.co/talend-for-big-data Course Topics  Module 1 » Role of Open Source ETL Technologies in Big Data  Module 2 » Talend: A Revolution in Big Data  Module 3 » Talend: Read & Write Various Types of Source/Target Systems  Module 4 » Talend: How to Transform your Business: Basic  Module 5 » Talend: How to Transform your Business: Advanced 1  Module 6 » Talend: How to Transform your Business: Advanced 2  Module 7 » Big Data Concepts: Required for Talend for Big Data  Module 8 » Introduction to Talend for Big Data  Module 9 » Hive in Talend for Big Data  Module 10 » Pig in Talend for Big Data and Project
  • 26. Slide 26 LIVE Online Class Class Recording in LMS 24/7 Post Class Support Module Wise Quiz Project Work Verifiable Certificate www.edureka.co/talend-for-big-data How it Works?