课程: Responsible AI with Amazon SageMaker AI

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Challenge: Identify bias in data

Challenge: Identify bias in data - Amazon SageMaker教程

课程: Responsible AI with Amazon SageMaker AI

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Challenge: Identify bias in data

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(upbeat music) - It's time to apply what you've learned to your first hands-on challenge. For this challenge, you'll identify pre-training bias in your data. This means you'll catch bias long before a model is trained and placed in production. First, load the data to S3. You'll find the dataset in the 01_ 05 folder in the course's GitHub repo. Next, import the data to Data Wrangler. Don't forget to pre-process your data if needed. Then create an analysis and add the features or facets to analyze. Finally, generate a bias report to determine if bias exists in your dataset. Good luck with your first challenge. I can't wait to show you how I approach this in the next video.

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