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Adding video tutorial links
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articles/data-factory/TOC.yml

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items:
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- name: Transform data with a mapping data flow
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href: tutorial-data-flow.md
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- name: Mapping data flow video tutorials
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href: data-flow-tutorials.md
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- name: Prepare data with a wrangling data flow
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href: wrangling-data-flow-tutorial.md
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- name: External transformations
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---
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title: Mapping data flow video tutorials
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description: A list of video tutorials explaining mapping data flow concepts
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author: djpmsft
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ms.author: daperlov
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ms.service: data-factory
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ms.topic: tutorial
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ms.date: 01/06/2020
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---
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# Mapping data flow video tutorials
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Below is a list of mapping data flow tutorial videos created by the Azure Data Factory team.
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As updates are constantly made to the product, some features have added or different functionality in the current Azure Data Factory user experience.
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## Getting Started
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[Getting started with mapping data flows in Azure Data Factory](http://youtu.be/MFw7t_8tuV4)
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## Debugging and developing mapping data flows
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[Debugging and testing mapping data flows](https://www.youtube.com/watch?v=3ANxyvDGfjA).
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[Data exploration](https://www.youtube.com/watch?v=En1ztyh5GaA)
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[Data preview quick actions](https://www.youtube.com/watch?v=CP0TnNmaLA0)
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[Monitor and manage mapping data flow performance](https://www.youtube.com/watch?v=fktIWdJiqTk)
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## Transformation overviews
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[Aggregate transformation](http://youtu.be/jdL75xIr98I)
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[Alter row transformation](https://www.youtube.com/watch?v=4ktoohwptmQ)
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[Derived Column transformation](https://www.youtube.com/watch?v=FFCbU4ujCiY)
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[Join transformation](https://www.youtube.com/watch?v=zukwayEXRtg)
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[Lookup transformation](https://www.youtube.com/watch?v=9U-0VPU2ZPU)
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[Pivot transformation](https://www.youtube.com/watch?v=Tua14ZQA3F8&t=34s)
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[Pivot transformation: mapping drifted columns](https://youtu.be/5MygzCX0wnM)
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[Select transformation](http://youtu.be/F9VjQ_YyRyU?hd=1)
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[Select transformation: Rule-based mapping](https://youtu.be/5lf1lh1qMwU)
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[Surrogate key transformation](https://www.youtube.com/watch?v=ISpegL9CbTM)
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[Union transformation](http://youtu.be/_Et6mg1tEr8?hd=1)
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[Unpivot transformation](http://youtu.be/KFYkxcpB8b0?hd=1)
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[Window Transformation](https://www.youtube.com/watch?v=m6zgbtY5AYQ)
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## Source and sink
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[Reading and writing JSONs](https://www.youtube.com/watch?v=yY5aB7Kdhjg)
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[Parquet and delimited text files](https://youtu.be/V_2a60j2Kjo)
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[CosmosDB connector](http://youtu.be/plp1etT2ftY?hd=1)
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[Infer data types in delimited text files](https://www.youtube.com/watch?v=nJjRzlFktlA)
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[Reading and writing partitioned files](https://www.youtube.com/watch?v=7Q-db4Qgc4M)
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[Transform and create multiple SQL tables](https://www.youtube.com/watch?v=Sj15Yjwai1A)
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[Partition your files in the data lake](https://youtu.be/VNWv-MvLQ_0)
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[Data warehouse loading pattern](https://www.youtube.com/watch?v=7mLqwtmeQFg)
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## Optimizing mapping data flows
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[Data lineage](https://www.youtube.com/watch?v=5KvqYF-y93s)
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[Optimization tips](https://www.youtube.com/watch?v=a2KtwUJngHo)
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[Iterate files with parameters](http://youtu.be/uEgz0ptYRDM?hd=1)
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[Decrease start-up times](https://youtu.be/FFCbU4ujCiY?t=528)
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[SQL DB performance](https://youtu.be/iyZT5CY3V_4)
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## Mapping data flow scenarios
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[Fuzzy lookups](http://youtu.be/7gdwExjHBbw)
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[Staging data pattern](https://youtu.be/mZLKdyoL3Mo)
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[Clean addresses pattern](https://youtu.be/axEYbuU3lmw)
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[Deduplication](https://www.youtube.com/watch?v=OLenvYwg__I)
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[Merge files](http://youtu.be/WbDTBAyYte8)
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[Slowly changing dimensions type 1: overwrite](http://youtu.be/Rz2zx5GRbrA)
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[Slowly changing dimensions type 2: history](http://youtu.be/123CptslKvU)
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[Fact table loading](http://youtu.be/ABG3X9pgFPQ)
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[Transform SQL Server on-prem with delta data loading pattern](https://youtu.be/IN-4v0e7UIs)
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[Parameterization](https://www.youtube.com/watch?v=vpuuQcFojt8)
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[Distinct row & row counts](https://youtu.be/ryYo8UFUgTI)
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[Handling truncation errors](http://youtu.be/sPpcSiKQz34)
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[Intelligent data routing](https://youtu.be/PIGw-Z-0upw)
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[Data masking for sensitive data](https://www.youtube.com/watch?v=OFd4LeiTmfs)

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