Azure Data Engineer Course | Microsoft Azure Data Engineer.pptx
- 1. Subtitle: Accelerating Big Data and AI Workloads with Azure What is Azure Databricks and How is It Used in Data Engineering? www.visualpath.in +91-7032290546
- 2. Introduction to Azure Databricks • Unified analytics platform powered by Apache Spark • Jointly developed by Microsoft and Databricks • Designed for big data processing, machine learning, and analytics • Seamless integration with Azure services www.visualpath.in +91-7032290546
- 3. Core Features of Azure Databricks • Apache Spark-based engine for fast, distributed data processing • Collaborative workspace for data engineers, scientists & analysts • Auto-scaling and optimized clusters • Supports Python, SQL, Scala, R, and Java www.visualpath.in +91-7032290546
- 4. Architecture Overview • Combines Databricks with Azure Data Lake, Blob Storage, and Azure Synapse • Uses Azure Active Directory for access control • Supports both batch and streaming data pipelines • Highly scalable for enterprise workloads www.visualpath.in +91-7032290546
- 5. Use Cases in Data Engineering • Data Ingestion from multiple sources (SQL, NoSQL, files, APIs) • ETL/ELT Pipelines using Spark jobs • Data Cleansing & Transformation • Data Lake Integration and data warehouse prep www.visualpath.in +91-7032290546
- 6. ELT with Azure Databricks • Load raw data into Azure Data Lake • Transform using Spark notebooks or SQL • Load transformed data into Azure Synapse Analytics • Automates and optimizes workflows www.visualpath.in +91-7032290546
- 7. Integration with Azure Services • Azure Data Factory for orchestration • Azure Synapse for analytics • Azure Machine Learning for model training • Power BI for visualization and dashboards www.visualpath.in +91-7032290546
- 8. Benefits for Data Engineers • High-speed parallel processing • Scalable & secure architecture • Supports CI/CD and DevOps pipelines • Reduces data pipeline development time www.visualpath.in +91-7032290546
- 9. Conclusion • Azure Databricks streamlines modern data engineering • Ideal for big data, machine learning, and real-time analytics • A key component of the Azure data ecosystem • Empowers engineers to build efficient, scalable data pipelines www.visualpath.in +91-7032290546
- 10. www.visualpath.in +91-7032290546 For More Information About Azure Data Engineering Address:- Flat no: 205, 2nd Floor, Nilagiri Block, Aditya Enclave, Ameerpet, Hyderabad-16 Ph. No: +91-998997107 www.visualpath.in online@visualpath.in