# Dataset issues
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| RAIDP03: How will you identify and mitigate potential responsible AI issues in the datasets? | 
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 Consider responsible AI dimensions when designing and assessing datasets. Best practices for dataset creation differ based on the type of release criteria and responsible AI dimension. 

**Topics**
+ [RAIDP03-BP01 Address data that may be unsafe or inappropriate for your use case](raidp03-bp01.md)
+ [RAIDP03-BP02 Minimize unwanted bias in your datasets](raidp03-bp02.md)
+ [RAIDP03-BP03 Protect the privacy of individuals represented in your datasets](raidp03-bp03.md)
+ [RAIDP03-BP04 Include both intrinsic and confounding variations in your datasets](raidp03-bp04.md)
+ [RAIDP03-BP05 Review the correctness of the content of your datasets](raidp03-bp05.md)