Introduction

⦁ Big Data Introduction
⦁ Azure Data Factory Introduction
⦁ Azure Data Factory __ Important Concepts in Azure Data Factory
⦁ Azure Data Factory __ Create Azure Free Account for Azure Data Factory

Integration Runtime and Types

⦁ Azure Data Factory __ Integration runtime in azure data factory __ Azure IR

Azure Data Factory – Real Time Use case1

⦁ Create Your First Azure Data Factory
⦁ Create Your First Pipeline in Azure Data Factory

Azure Storage Account Integration with Azure Data Factory

⦁ Copy multiple files from blob to blob
⦁ Filter activity __ Dynamic Copy Activity
⦁ Get File Names from Folder Dynamically

Deep dive into Copy Activity in Azure Data Factory

⦁ Copy Activity Behavior in Azure Data Factory
⦁ Copy Activity Performance Tuning in Azure Data Factory

Validation in Azure Data Factory

⦁ Get Count of files from folder in azure data factory
⦁ Validate copied data between source and sink in Azure Data Factory

Azure SQL Database integration with Azure Data Factory

⦁ Azure SQL Databases – Introduction __ Relational databases in Azure
⦁ Creating Your First Azure SQL Database _Deployment Models __Purchasing Modes
⦁ Overwrite and Append Modes in Copy Activity in Azure Data Factory

Full Load to Azure Synapse in Azure Data Factory

⦁ Copy Data from Azure SQL Database to Azure Synapse in Azure Data Factory
⦁ multiple tables to Azure Synapse in Bulk with Lookup & ForEach in Data Factory

Logging and Notification __ Azure Logic Apps

⦁ Log Pipeline Executions to SQL Table using Azure Data Factory
⦁ Custom Email Notifications _ Send Error notification with logic app
⦁ Use Foreach loop activity to copy multiple Tables- Step by Step Explanation

Incremental Load to Azure Synapse in Azure Data Factory

⦁ Incremental Load or Delta load from SQL to blob Storage in Azure Data factory
⦁ Multi Table Incremental Load or Delta load from SQL to to Azure Synapse
⦁ Incrementally copy new and changed files based on Last Modified Date

Azure Key Vault integration with Azure Data Factory

⦁ Azure Key Vault, Secure secrets, keys & certificates in Azure Data

Azure Data Factory Triggers

⦁ Based Trigger in Azure Data Factory
⦁ Tumbling window trigger dependency & parameters
⦁ Schedule Trigger in Azure Data Factory

Self Hosted Integration Runtime

⦁ Copying On Premise data using Azure Self Hosted integration Runtime

Data Migration from On premise SQL Server to Azure Synapse using Azure Data Factory

⦁ Load data from on premise sql server to Azure Synapse

Data Migration to Azure Synapse with polybase and Bulk insert

⦁ Copy Data from sql server to to Azure Synapse with polybase & Bulk Insert

Data Migration from On premise File System to Azure Synapse using Azure Data Factory

⦁ Copy Data from on-premise File System to Azure Synapse

Copying data from REST API using Azure Data Factory

⦁ Loop through REST API copy data 2 ADLS Gen2 Linked Service Parameters

Salesforce Integration with Azure Data Factory

⦁ Copy data from Salesforce to ADLS Gen2 using ForEach & Copy in ADF V2

AWS S3 integration with Azure Data Factory

⦁ Migrate Data from AWS S3 Buckets to ADLS Gen2 using ADF (v2)