Certificate in Spark Administrator
The Spark Administrator exam is designed to equip participants with the knowledge and skills necessary to administer Apache Spark clusters effectively. Apache Spark is a powerful open-source framework for big data processing and analytics, and Spark administrators play a crucial role in ensuring the stability, performance, and security of Spark deployments. Participants will learn how to install, configure, monitor, troubleshoot, and optimize Spark clusters to support large-scale data processing applications.
Who should take the exam
- System administrators responsible for managing Apache Spark clusters.
- Big data engineers and architects involved in Spark deployments.
- Data scientists and analysts interested in understanding the operational aspects of Spark.
- IT professionals seeking to expand their skills in big data administration.
Course Outline:
The Spark Administrator exam covers the following topics :-
- Module 1: Understanding Introduction to Apache Spark
- Module 2: Understanding Installing and Configuring Spark
- Module 3: Understanding Cluster Management
- Module 4: Understanding Monitoring and Logging
- Module 5: Understanding Security in Spark
- Module 6: Understanding Job Management and Performance Tuning
- Module 7: Understanding Backup and Recovery
- Module 8: Understanding Troubleshooting and Debugging
- Module 9: Understanding Upgrading and Scaling Spark Clusters
- Module 10: Understanding Best Practices and Advanced Topics