HDP Developer: Java (Hadoop), South Africa

We can host this training at your preferred location. Contact us!

This course provides Java programmers a deep-dive into Hadoop application development. Students will learn how to design and develop efficient and effective MapReduce applications for Hadoop using the Hortonworks Data Platform, including how to implement combiners, partitioners, secondary sorts, custom input and output formats, joining large datasets, unit testing, and developing UDFs for Pig and Hive. Labs are run on a 7-node HDP 2.1 cluster running in a virtual machine that students can keep for use after the training.

There are no prerequisites for this course.

Experienced Java software engineers who need to develop Java MapReduce applications for Hadoop.

At the completion of the course students will be able to:

Describe Hadoop 2.X and the Hadoop Distributed File System
Describe the YARN framework
Develop and run a Java MapReduce application on YARN
Use combiners and in-map aggregation
Write a custom partitioner to avoid data skew on reducers
Perform a secondary sort
Recognize use cases for built-in input and output formats
Write a custom MapReduce input and output format
Optimize a MapReduce job
Configure MapReduce to optimize mappers and reducers
Develop a custom RawComparator class
Distribute files as LocalResources
Describe and perform join techniques in Hadoop
Perform unit tests using the UnitMR API
Describe the basic architecture of HBase
Write an HBase MapReduce application
List use cases for Pig and Hive
Write a simple Pig script to explore and transform big data
Write a Pig UDF (User-Defined Function) in Java
Write a Hive UDF in Java
Use JobControl class to create a MapReduce workflow
Use Oozie to define and schedule workflows

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Upcoming Trainings

Join our public courses in our South Africa facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

02 January 2025 (4 Days)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

13 January 2025 (4 Days)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

02 January 2025 (4 Days)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

13 January 2025 (4 Days)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

09 March 2025 (4 Days)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

05 April 2025 (4 Days)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

20 April 2025 (4 Days)
Cape Town, Durban, Johannesburg
Classroom / Virtual Classroom

HDP Developer: Java (Hadoop) Training Course in South Africa

Formerly known as Union of South Africa, now officially known as Republic of South Africa is the Southernmost country in Africa. South Africa's population is over 60 million people, which makes the country the world's 23rd-most populous nation. South Africa has three capital cities: executive Pretoria, judicial Bloemfontein and legislative Cape Town, while the largest city is Johannesburg. The official languages of South Africa are Afrikaans, English, Ndebele, Pedi, Sotho, Swati, Tsonga, Tswana, Venda, Xhosa and Zulu.

South Africa can be rainy from November to February, so the best time to visit South Africa is from May to September. Despite the rainy season South Africa is a year-round destination, with varying regional climates. Blyde River Canyon, Durban, Drakensberg, Kruger National Park and of course, Cape Town are the tourist attractions of the country.

Expand your IT knowledge with our comprehensive range of courses, including programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our skilled instructors will facilitate hands-on training and share practical insights, all conveniently conducted at your preferred location within South Africa.

HDP Developer: Java (Hadoop) Training in South Africa

Prerequisites

Who Should Attend

What You Will Learn

Upcoming Trainings