Azure Data Factory with a real-world project: storage options, environment setup, linked services, datasets, pipelines and data flows.
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Welcome to our comprehensive Azure Data Factory tutorial series! This playlist is designed to take you from beginner to expert, guiding you through the intricacies of Azure Data Factory with practical, real-world projects. Whether you're just starting out or looking to deepen your knowledge, these step-by-step tutorials will help you understand and master Azure Data Factory.
17:37Learn Azure Data Factory Step By Step With Real World ProjectOverview
5:39Azure Data Factory OverviewHands-on
3:10Project Overview: Azure Data Factory Step-by-Step CourseHands-on
5:38Solution Architecture OverviewHands-on
6:08Understand Azure Storage SolutionsHands-on
1:41Azure Data Factory Environment Setup - OverviewHands-on
5:35All About Azure Free AccountHands-on
4:18How To - Create Azure Free AccountHands-on
3:48How To - Create Azure Data FactoryHands-on
3:52How To - Create Azure Storage AccountHands-on
3:24Installing Azure Storage ExplorerHands-on
4:10How To - Create Azure Data Lake Storage Gen2Hands-on
6:57How To - Create Azure SQL DatabaseHands-on
2:58How To - Install Azure Data StudioHands-on
1:30Data Ingestion From Azure Blob - OverviewHands-on
5:23Copy Activity OverviewHands-on
3:43Environment Preparation - From Azure Blob Storage IngestionHands-on
1:41ADF - Naming Standards - Copy ActivityHands-on
8:11How To Work With - Linked Services And Data Sets In ADFHands-on
7:29How To - Create ADF PipelineHands-on
5:57Control Flow Activities Part 1 - Validation ActivityHands-on
10:41Control Flow Activities - Part 2Hands-on
3:24Control Flow Activities - Part 3 - Delete ActivityHands-on
7:35ADF Triggers OverviewHands-on
7:30How To - Create Storage Event TriggerHands-on
1:51Section Introduction - Data Ingestion From HTTPHands-on
2:32Understand Data SourceHands-on
5:49ADF Project Data OverviewHands-on
8:43How To - Create ADF Pipeline - Section OverviewHands-on
7:21ADF Pipeline Variables & ParametersHands-on
8:12Pipeline Parameters & Schedule TriggerHands-on
9:31Control Flow ActivitiesHands-on
5:03Linked Service ParameterHands-on
5:03Metadata Driven PipelineHands-on
1:17Use Data Flow For Data Transformation - Section OverviewHands-on
4:09Introduction to Data FlowsHands-on
6:22Data Flow UI OverviewHands-on
5:21Transformation Requirement OverviewHands-on
10:51How To Do Source Transformation In ADFHands-on
4:42How To Do Filter Transformation In ADFHands-on
7:23How To Do - Select Transformation In ADFHands-on
6:03How To Do - Pivot Transformation In ADFHands-on
7:12How To Do - Lookup TransformationHands-on
6:02How To Do - Sink Transformation In ADFHands-on
8:16How To - Create ADF PipelineHands-on
1:10How To Use Data Flow For Data Transformation (Assignments) - Section OverviewHands-on
5:51Let's Understand Transformation Requirement AssignmentHands-on
3:37How To Source Transformation AssignmentHands-on
2:11How To Do Select Transformation - AssignmentHands-on
3:38How To - Lookup Transformation - AssignmentHands-on
2:53How To Do - Conditional Split TransformationHands-on
3:40How To Perform - Source Transformation For other Dimensional DataHands-on
3:31How To Do - Derived Column TransformationHands-on
4:41How To Do - Aggregate TransformationHands-on
3:54How To Do - Join TransformationHands-on
7:32How To Do - Pivot Transformation - AssignmentHands-on
3:17How To Do - Sort TransformationHands-on
8:13How To Do - Sink Transformation AssignmentHands-on
7:48How To Create ADF Pipeline - AssignmentHands-on
2:30How To Do Upgrade - Azure Free Subscription To Pay As You Go SubscriptionHands-on
6:50Prepare Data For Next Upcoming SessionHands-on
1:46Databricks Activity - Section OverviewHands-on
5:06How To - Create Databricks ServiceHands-on
6:48How To - Create Databricks ComputeHands-on
9:49How To - Mount Azure Data Lake Storage - Azure DatabricksHands-on
7:15Understand Transformation Requirements For ProjectHands-on
1:50Understand Transformation Requirement 2Hands-on
2:55Databricks Notebook Walkthrough For Requirement 2Hands-on
8:39Setting up ADF Pipeline For Requirement 2Hands-on
1:36Copy Data To Azure SQL Section OverviewHands-on
8:48How To Perform Copy Data Activity Scenario 1Hands-on
4:22How To Perform Copy Data Activity Assignment Scenario 2Hands-on
6:43Prepare Pipeline For ProductionHands-on
10:39How To Pipeline DependencyHands-on
10:51How To Do - Trigger Dependency In ADFHands-on
0:58How To Do Monitoring in Azure Data FactoryHands-on
3:42What And How To Monitor ADFHands-on
5:43Azure Data Factory MonitorHands-on
5:46How To Create Alert For ADF MonitoringHands-on
4:11How To Monitor Pipeline FailuresHands-on
5:43How To Re run ADF Failed PipelinesHands-on
4:04How To : Reporting On MonitorHands-on
4:32Azure Monitor IntroductionHands-on
6:55Azure Log Analytics IntroductionHands-on
1:03Section Overview - Power BI Reports With ADFHands-on
8:38Understand Power BI DesktopHands-on
3:53Power BI ADF Report WalkthroughHands-on
2:36How To - Delete Azure Resource GroupHands-onBuild a sales performance platform end to end in Fabric: Dataflow Gen2, warehouse and lakehouse star schemas, KQL, a Direct Lake semantic model, DAX, security and deployment pipelines.
34 videos3.5 h11 practice labs
Build a medallion data platform on New York taxi data: pipelines, shortcuts and mirroring, PySpark, a dimensional warehouse, orchestration, three kinds of streaming, security and governance.
42 videos8.7 h16 practice labs
Azure Synapse Analytics end to end: workspace and Studio hubs, data lakes vs warehouses, pipelines, SQL pools and Spark, with a project.
120 videos11.6 h
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