Hadoop Training and Certification in Marina Bay

Hadoop Training and Certification in Marina Bay, Singapore

It covers key components such as HDFS (Hadoop Distributed File System), YARN (Yet Another Resource Negotiator), and MapReduce for parallel data processing.

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Hadoop Training and Certification is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Hadoop Training and Certification course with hands-on, instructor-led sessions. Hadoop training provides learners with a deep understanding of the Hadoop ecosystem, focusing on distributed data processing and storage. It covers...

Expert Panel

Designed and delivered by the ProgNXT Big Data Expert Panel — a vetted team of industry professionals with 14+ years of hands-on experience in Hadoop, Apache Spark, Kafka, and distributed data processing

ProgNXT Big Data Expert Panel

Course Code: PRR01
21 Hrs
Last Updated: April 2026

Course Rating5/5

Hadoop training provides learners with a deep understanding of the Hadoop ecosystem, focusing on distributed data processing and storage. It covers key components such as HDFS (Hadoop Distributed File System), YARN (Yet Another Resource Negotiator), and MapReduce for parallel data processing. Participants gain hands-on experience in setting up and configuring Hadoop clusters, managing large datasets, and performing analytics. The training also delves into related tools like Hive, Pig, and HBase, which are often used for querying, scripting, and managing data in Hadoop environments. By completing this course, professionals are equipped to design and deploy scalable, high-performance big data solutions in enterprise environments.

Basic understanding of Linux/Unix commands.
Familiarity with distributed systems concepts.
No prior experience with Hadoop required.

Upon completion of this course, participants will:

Understand the architecture and components of Hadoop.
Be able to install and configure a Hadoop cluster.
Develop skills in managing and monitoring Hadoop environments.
Learn to handle common administrative tasks for Hadoop clusters.
Gain an understanding of the Hadoop ecosystem and its components.

Hadoop Architecture: Understanding of the core components and architecture of Hadoop, including HDFS and YARN.
Cluster Management: Skill in setting up, configuring, and maintaining a Hadoop cluster.
Data Management with HDFS: Knowledge of managing data storage and retrieval using Hadoop’s HDFS.
Monitoring and Troubleshooting: Ability to monitor cluster health, performance, and troubleshoot common issues.
Security and Optimization: Understanding of Hadoop security configurations and job optimization techniques.

Participants will be assessed on:

Hadoop Architecture: Knowledge of Hadoop’s components and how they interact.
Cluster Setup and Configuration: Ability to set up and configure a Hadoop cluster.
Data Storage and Management: Understanding of HDFS, file storage, and data replication in Hadoop.
Cluster Monitoring: Skill in monitoring cluster performance and health.
Troubleshooting and Optimization: Ability to identify and solve common problems in Hadoop clusters.

ProgNXT Certificate of Completion will be awarded to participants who successfully complete the course and assessments.

Introduction to Hadoop and Cluster Setup

Introduction to Hadoop and Big Data Concepts:

What is Big Data?
Introduction to Hadoop and its role in handling Big Data.
Overview of the Hadoop ecosystem and its key components (HDFS, YARN, MapReduce, etc.).
Hands-on Exercise

Hadoop Architecture and Components:

HDFS (Hadoop Distributed File System): Architecture, blocks, replication, and storage management.
YARN (Yet Another Resource Negotiator): Resource management and job scheduling.
MapReduce: Distributed data processing using the MapReduce model.
Hands-on Exercise

Setting Up a Hadoop Cluster:

Overview of the cluster setup process.
Configuring Hadoop on a multi-node cluster.
Installing and configuring Hadoop and its components (HDFS, YARN, etc.).
Hands-on Exercise

Managing Hadoop Components and Data Storage

HDFS Management:

Understanding HDFS file structure, blocks, and directories.
Managing files in HDFS (copying, moving, deleting files).
Monitoring HDFS health and performance.
Hands-on Exercise

YARN Resource Management:

Understanding YARN’s role in job scheduling and resource allocation.
Configuring YARN ResourceManager and NodeManager.
Managing and submitting jobs using YARN.
Hands-on Exercise

MapReduce Jobs and Job Monitoring:

Overview of MapReduce job execution and how Hadoop processes data in parallel.
Monitoring the progress and status of MapReduce jobs.
Hands-on Exercise

Monitoring, Troubleshooting, and Security

Cluster Monitoring and Performance Tuning:

Using Hadoop’s web interfaces for monitoring (ResourceManager, JobHistory, NameNode).
Monitoring cluster health, node status, and job performance.
Analyzing logs for performance bottlenecks.
Hands-on Exercise

Troubleshooting Common Issues in Hadoop:

Identifying and resolving common issues in Hadoop clusters (e.g., NameNode failures, DataNode crashes, slow job execution).
Handling job failures and re-running jobs.
Hands-on Exercise

Security in Hadoop:

Introduction to Hadoop security features (Kerberos authentication, access control lists).
Configuring security in Hadoop clusters.
Hands-on Exercise

Best Practices for Hadoop Administration:

Optimizing Hadoop performance (memory management, job optimization).
Backup and recovery strategies in Hadoop.
Hands-on Exercise

Hadoop installation and configuration guides.
Reference materials for Hadoop architecture and components.
Troubleshooting and performance tuning documentation.

Evaluation based on participation in practical exercises and course assessments.
ProgNXT Certificate of Completion will be awarded to participants who successfully complete the course and assessments.

Hadoop Training and Certification Events in marina-bay

Online Events

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More Upcoming Session Dates

November 2026

📍 Marina Bay, Singapore

8th Nov 2026→10th Nov 2026

🌐 Online Instructor-Led

18th Nov 2026→20th Nov 2026

📍 Marina Bay, Singapore

27th Nov 2026→29th Nov 2026

December 2026

📍 Marina Bay, Singapore

5th Dec 2026→7th Dec 2026

🌐 Online Instructor-Led

10th Dec 2026→12th Dec 2026

🌐 Online Instructor-Led

19th Dec 2026→21st Dec 2026

📍 Marina Bay, Singapore

28th Dec 2026→30th Dec 2026

January 2027

🌐 Online Instructor-Led

5th Jan 2027→7th Jan 2027

📍 Marina Bay, Singapore

12th Jan 2027→14th Jan 2027

📍 Marina Bay, Singapore

24th Jan 2027→26th Jan 2027

🌐 Online Instructor-Led

26th Jan 2027→28th Jan 2027

Events for other courses in Marina Bay, Singapore

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Hadoop Training and Certification in Marina Bay