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Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

Apache Hadoop Big Data Training

Hadoop is indispensable when it comes to processing big data—as necessary to understanding your information as servers are to storing it. This 2 days crash course on Apache Hadoop Big Data training aims to give a good overview and familiarisation with Big Data tool sets such as Hadoop, MapReduce Pig, Hive,Impala, Sqoop, Oozie, Zookeeper Apache Sparks. It will explain Hadoop, its file system (HDFS), its processing engine (MapReduce) .

Course Highlights

  • Understanding Hadoop core components: HDFS and MapReduce
  • Setting up your Hadoop development environment
  • Working with the Hadoop file system
  • Running and tracking Hadoop jobs
  • Tuning MapReduce
  • Understanding Hive and HBase
  • Exploring Pig tools
  • Building workflows
  • Using other libraries, such as Impala, Mahout, and Storm
  • Understanding Spark
  • Visualizing Hadoop output

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: SSG Training Grant

Course Code: CRS-N-0040689

Course Booking

$498.00 (GST-exclusive)
$532.86(GST-inclusive)

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Course Details

Day1

Topic 1: Get Started on Apache Hadoop

  • Why Hadoop?
  • Differnece between HBase and Hadoop

Topic 2: Hadoop Core Components

  • Java Virutal Machine (JVM)
  • HDFS
  • Hadoop Cluster Components
  • Exploring Hadoop Platforms

Topic 3: Setup Hadoop Development Environment

  • Setup Cloudera Hadoop VM
  • Adding Hadoop LIbraries 
  • Programming Languages

Topic 4: MapReduce  2.0/YARN

  • What is MapReduce?
  • MapReduce Components
  • MapReduce on HDFS

Topic 5: Hive

  • What is Hive?
  • Hive Queries
  • Analyzing data with Hive

Day 2

Topic 6: Pig

  • What is Pig
  • Pig Data types
  • Pig Commands

Topic 7: Connectors and Workflows

  • Introducing Sqoop
  • Importing Data with Sqoop
  • Introuducing Flume
  • Importing Data with Sqoop
  • Introducing Zookeeper
  • Using Zookeeper to co-ordindate workflow
  • Introducing Oozie
  • Scheduling jobs using Oozie

Topic 8: Exploring Other Hadoop Libraries

  • Introducing Impala
  • Introducing Mahout
  • Introduing Storm

Topic 9: Apache Spark Basics

  • Why Apache Spark?
  • Apache Spark Components
  • Apache Spark Commmands

Course Admin

Prerequisite

This is beginner course. No Hadoop or SQL knowledge is required.:

Software Requirement

Who Should Attend

  • Data Scientists
  • Data Analyts
  • Hadoop Administrator
  • Big Data Analysts

Trainers

Big Data TrainerSiva Kumar is a Bigdata solution architect with 10 years of IT experience in designing and architecture solutions for the Big Data domain and has been involved with several complex engagements. Technical blogger and owner of hadooptutorial.info and 4+ years of experienced in big data related technologies training across USA, Canada, Singapore and India. Technical strengths include Apache Hadoop (Cloudera and Hortonworks), YARN, Mapreduce, Hive, Sqoop, Flume, Pig, HBase, Phoenix, Oozie, Kafka, Spark, MySQL, Postgres, Oracle, Netezza, Teradata, Java, Scala and Python, Apache Flink, Alluxio, Cassandra, MongoDB. Exposure in Banking, Insurance, Retail domain

Big Data TrainerSunny Prakash is a Big Data Architect with Programming Background . He has around 7 years of IT experience. He has worked on Various Enterprise level solution. He is skilled in Cloud computing and Big Data Solution building in various Industrial sector and domain.

With an Strong background in Coding skills, he has a strong grips on Java,Python ,Scala ,HTML,JavaScript, Node Programming. Data Science is another specification where he has worked with larger Enterprises for finding their Data Insight and building Machine Learning mode

Bid Data TrainerDr. Sarita Singh received her Ph.D. degree for her work done in the area of Information Security. She is the recipient of the prestigious Infosys fellowship for pursuing her Ph.D. Programme. She has more than twenty-five years of teaching and research experience in Singapore, Malaysia and India in the field of Programming, Information Security, Web-application Development, Computer Networks and Engineering related modules.

She has presented papers at several National and International Conferences and has written articles for magazines. She has authored text-books for Engineering courses as well.

Big Data TrainerKannan Gopal has a Masters in Computer Applications with over 20 years of experience in creating, delivering and supporting, products, projects and program in the area of enterprise data ops and analytics. Lately he has been involved in the creation of the digital banking app and working on IoT to create smart organizations. His expertise is in using data tools for analysis and visualization to solve challenges in organizations that rely on data for strategic and tactical decisions. He has experience in Design Thinking (HCD- human centered design) techniques and in leading organizations in the quest of digital transformation with data as its core for decisions and information.

Through his career, he has also developed teams and trained / coached many consultants and developers on SAP BI and related products and worked extensively in Europe and Asia. Through his career, he has developed solutions in the area of data modeling, data analysis and analytics – application of tools and process for solving customer issues. While at SAP, his team has won numerous patents for developing and applying data mining methods to enterprise management systems.

His keen interest lies in sharing and collaborating with people on new technologies and to create best practices in the area of analytics.

Big Data TrainerMohan is certified cloud ear administrator and working as Big data architect in one of telecom Company. He has more than 12 years experience in the IT industry. His skill sets are Expertise in CDH,Hadoop, Spark, Scala, Hive/Hive-server2, Sqoop/Sqoop-Server2, Impala, Sentry, Kafka, solr, Hbase, Pig, Impala, Oozie, Fair scheduler,AWS,Map R. Provide the Big data consultancy services on Planning and sizing of Hadoop Cluster. Backup and recovery strategies, HA, Configure Hadoop security and authorization rules for Hive/Impala Jobs. Performance tunning of Map reduce Jobs, Spark jobs, Solr. Best Recommendations of Hardware and software for Solr,Hbase, Kafka,Zookeeper service ,Hadoop storage formats. Data Analysis using Impala, Impyla, spark. He graduated from S.V.University from India with a B.tech

Customer Reviews (26)

Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 10/15/2019)
Might Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Since its a high level overview, can perhaps focus less on programming and more on system architecture.

I have no prior knowledge of MYSQL language. Most of the times I'm quite lost on the programming language used in the training. (Posted on 7/18/2019)
Might Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The room is stuffy and warm, thus results in poor concentration. Pls increase air circulation. (Posted on 7/17/2019)
Might Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Pace faster than expected. Need to allocate more time for non programmer experienced user.
Should indicate sql as requiremen (Posted on 6/18/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
.Would be good if notes are given. Went for the Tableau course previously, would be better if the room is as bright.

My objective for the course to understand the overview of the Hadoop, so that i can communicate better with the IT people during work. The objective has been met. (Posted on 6/18/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 6/18/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 6/18/2019)
Might Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 6/18/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 6/18/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 5/21/2019)
Might Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
this should be at least 3 days course (Posted on 5/21/2019)
Might Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Increase the duration of the course. (Posted on 5/21/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
More Time & More Practical sessions (Posted on 2/10/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
increase the days (Posted on 2/10/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 2/10/2019)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Instructor Siva had very good knowledge and background on the subject and was able to share key takeaways that would be useful to students in the future. (Posted on 10/20/2018)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 10/20/2018)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
. (Posted on 9/3/2018)
Will Recommend Review by Course Participant/Trainee
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Nil (Posted on 5/29/2018)
Will Recommend Review by Course Participant/Trainee
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2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Nil (Posted on 4/29/2018)

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