Description

Introduction
As organizations increasingly rely on big data analytics to drive decision-making, Hadoop has emerged as a leading framework for storing and processing large volumes of data. This course is designed for Database Administrators (DBAs) who want to understand how to effectively administer Hadoop clusters, manage data, and leverage its capabilities for big data solutions. Participants will gain hands-on experience in Hadoop for Database Administration in deploying, configuring, and optimizing Hadoop environments.

Prerequisites

• Basic understanding of database concepts and architecture
• Familiarity with SQL and data processing concepts
• Experience in database administration and management
• Knowledge of Linux operating systems and command-line tools

Table of Contents

1. Introduction to Hadoop
   1.1 Overview of Big Data and Hadoop Ecosystem
   1.2 Hadoop Architecture and Components
   1.3 Use Cases for Hadoop
2. Setting Up a Hadoop Environment
   2.1 Installing Hadoop on Single Node and Cluster
   2.2 Configuring Hadoop Cluster Settings
   2.3 Managing Hadoop Services(Ref: Mastering Apache Flink | Integration with Hadoop | Yarn | Kafka)
3. Data Management in Hadoop
   3.1 Understanding HDFS (Hadoop Distributed File System)
   3.2 Data Ingestion Techniques
   3.3 Data Storage Best Practices
4. Hadoop Administration and Monitoring
   4.1 User Management and Security in Hadoop
   4.2 Monitoring Hadoop Cluster Performance
   4.3 Troubleshooting Common Issues
5. Integrating Hadoop with Other Technologies
   5.1 Using Hive for Data Querying
   5.2 Leveraging Pig for Data Transformation
   5.3 Integrating Hadoop with NoSQL Databases
6. Advanced Hadoop Topics
   6.1 Hadoop Security Best Practices
   6.2 Data Governance and Compliance
   6.3 Performance Tuning for Hadoop Clusters
7. Case Studies and Practical Applications
   7.1 Industry-Specific Hadoop Implementations
   7.2 Lessons Learned from Successful Deployments
   7.3 Future Trends in Hadoop and Big Data

Conclusion
Hadoop for Database Administration effectively is crucial for organizations looking to harness the power of big data. By mastering the skills and techniques covered in this course, Database Administrators will be equipped to manage Hadoop environments efficiently, ensuring data availability, security, and optimal performance. Continuous adaptation to new technologies and methodologies will empower DBAs to contribute significantly to their organizations’ big data strategies.

Reference