Azure Data Factory Interview Preparation With Scenarios

LEARN AZURE DATA FACTORY -

What you'll learn

AZURE DATA FACTORY CONCEPTS

AZURE DATA FACTORY INTERVIEW QUESTIONS WITH ANSWERS

AZURE DATA FACTORY REAL TIME SCENARIOS

ADF

Requirements

No Prerequisites

Description

ScenariosScenario: Data MigrationYou need to migrate data from an on-premises SQL Server to Azure SQL Database. Describe how you would set up an ADF pipeline to accomplish this, including linked services and datasets.Scenario: Data AggregationYou have multiple files in an Azure Blob Storage that need to be aggregated daily. Explain how you would design a pipeline to automate this process.Scenario: Real-Time Data ProcessingYour organization requires near real-time data ingestion from an IoT device. Discuss how ADF can be utilized to process this data continuously.Scenario: Failure RecoveryA pipeline execution fails due to a temporary network issue. Explain how you would implement retry logic and notifications to ensure stakeholders are informed.Scenario: Incremental Data LoadDescribe how you would set up an incremental load from a source database to a target data warehouse, taking care to avoid loading duplicate records.Practical ExercisesCreate a Simple Pipeline:Set up a pipeline that copies data from Azure Blob Storage to Azure SQL Database.Implement a Data Flow:Design a data flow that transforms data from one schema to another, applying necessary business logic.Debug a Pipeline:Given a failing pipeline with an error message, troubleshoot and fix the issue.Preparing for these questions and scenarios will help you demonstrate your knowledge and practical skills in Azure Data Factory. Good luck with your interview!

Overview

Section 1: ADF INTERVIEW QUESTIONS AND REAL TIME SCENARIOS

Lecture 1 1_WHAT IS A PIPELINE IN ADF

Lecture 2 2_ACTIVITIES IN ADF

Lecture 3 3_LINKED SERVICE IN AZURE DATA FACTORY

Lecture 4 4_DATASETS IN AZURE DATA FACTORY

Lecture 5 5_INTEGRATION RUNTIME IN ADF

Lecture 6 6_COPY_ALL_FILES_FROM_LANDING_TO_SINK_CONTAINER

Beginner level ADF Developers