SAP Certified Associate -Data Engineer (SAP HANA)

Certification Study Guide – SAP Certified Associate: Data Engineer (SAP HANA)

Architecting SAP HANA Data Solutions
Learn how to design scalable and high-performance data pipelines using SAP HANA’s in-memory architecture. Focus on building real-time analytics solutions and efficient data models for enterprise environments.

Core SAP HANA Tools & Services
Gain hands-on experience with essential tools such as SQLScript, Core Data Services (CDS), Calculation Views, and SAP HANA Studio. These tools are fundamental for developing and managing data models.

Data Modeling & Calculation Views
Master the creation of calculation views, joins, and layered data models, which form the core of SAP HANA data engineering and carry significant exam weight.

Data Integration & Provisioning
Understand how to integrate data from multiple sources using Smart Data Access, Smart Data Integration, and ETL processes to ensure seamless data flow across systems.

SQLScript & Performance Optimization
Develop skills in writing efficient SQLScript code and optimizing queries for better performance, memory usage, and faster data processing.

Security & Authorization Management
Learn how to implement roles, privileges, and encryption techniques to secure SAP HANA data and ensure compliance with enterprise standards.

High Availability & System Reliability
Study system replication, backup/restore strategies, and failover mechanisms to maintain data availability and minimize downtime.

Monitoring & Troubleshooting
Use SAP HANA Cockpit and diagnostic tools to monitor system performance, identify issues, and perform root cause analysis for optimization.

Cost & Performance Optimization
Optimize storage, memory utilization, and system resources to improve efficiency and reduce operational costs in SAP HANA environments