This architecture diagram illustrates a robust data analytics platform leveraging Azure services. It begins with data sources such as Oracle databases, which are ingested into Azure Synapse Workspace. The data is then stored in Azure Data Lake Storage Gen2 and processed using both dedicated SQL pools for structured data and Apache Spark pools for big data processing. This infrastructure is designed for scalability and performance, providing a comprehensive environment for data scientists and analysts to derive insights and make data-driven decisions.