Azure Python Data Ingestion Architecture for Intermediate ADF Users

Master the art of building flexible, robust, and secure data ingestion pipelines in Azure using Python, complementing your existing Azure Data Factory expertise for complex data challenges.

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Bridging ADF and Python: Strategic Choices & Core Storage

Unit 1: Strategic Choices: ADF vs. Python

Unit 2: Azure Blob Storage Fundamentals with Python

Unit 3: Azure Data Lake Storage Gen2 with Python

Unit 4: Advanced Storage Interactions & Best Practices

Implementing Python-Driven Ingestion Pipelines

Unit 1: Azure Functions for Data Ingestion

Unit 2: Azure Container Instances for Data Ingestion

Enhancing Data Quality, Resilience, and Security

Unit 1: Ensuring Data Quality at Ingestion

Unit 2: Building Resilient Pipelines

Unit 3: Securing Your Ingestion

Orchestration and Hybrid Data Pipeline Integration

Unit 1: Orchestrating with Azure Logic Apps

Unit 2: Hybrid Pipelines with Azure Data Factory