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What is Azure Databricks and How is It Used in Data Engineering? Subtitle: Accelerating Big Data and AI Workloads with Azure www.visualpath.in +91-7032290546
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
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
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
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
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
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
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
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
For More Information About Azure Data 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 Engineering www.visualpath.in +91-7032290546
Thank You www.visualpath.in www.visualpath.in +91-7032290546
