An Azure data engineer training program focuses on building and managing scalable data solutions on Microsoft's Azure cloud platform. These courses cover fundamental data concepts and hands-on experience with key Azure data services, which can prepare participants for the Microsoft Certified: Azure Data Engineer Associate (DP-203) exam.
Here are five key aspects of Azure data engineer training:
- Core Azure data services: Training provides comprehensive coverage of the primary Azure services that data engineers use daily. This includes:
- Azure Data Factory (ADF): For orchestrating and automating data movement and transformation workflows.
- Azure Synapse Analytics: A unified analytics service for large-scale data warehousing and big data analysis.
- Azure Databricks: An Apache Spark-based analytics platform for high-performance data processing.
- Azure Data Lake Storage (ADLS) Gen2: For massively scalable and secure data storage.
- Data pipeline design and development: A central part of the curriculum is creating and managing end-to-end Extract, Transform, Load (ETL) and Extract, Load, Transform (ELT) pipelines. This includes orchestrating data flows, combining data from various sources (both structured and unstructured), and automating these processes for efficiency.
- Data storage and management: Courses teach how to design and implement appropriate data storage solutions based on different requirements. This involves understanding and working with various Azure storage services, including:
- Azure SQL Database
- Azure Cosmos DB (NoSQL)
- Azure Data Lake Storage Gen2
- Azure Blob Storage
- Data security and compliance: An important component is learning best practices for securing data and ensuring compliance with privacy regulations. This includes implementing:
- Role-Based Access Control (RBAC): To manage user permissions.
- vData Encryption: For data at rest and in transit.
- Auditing and Monitoring: To track data access and usage.
- Hands-on projects and certification preparation: Effective training incorporates practical, real-world projects that allow learners to apply their skills in a realistic environment. Many programs are explicitly designed to prepare participants for the Microsoft Certified: Azure Data Engineer Associate (DP-203) exam, validating their expertise and boosting their career prospect