AWS · AIP-C01
Data validation and processing for FMs
AIP-C01 · Lesson 4 of 23 · 24:31
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In this lesson
Prepare for the AIP-C01 exam (AWS Certified Generative AI Developer - Professional). In this lesson: data validation with AWS Glue Data Quality, Data Wrangler, Lambda, and CloudWatch, multimodal processing with Bedrock, Transcribe, Textract, and Bedrock Data Automation, formatting requests for InvokeModel and the Converse API, conversation history, and improving input quality with Lambda and Amazon Comprehend. Includes three original practice questions.
Preview the topics
- Supplier price files must be checked before each nightly load: no empty prices, no negative values, and an alert when quality drops. What fits best?
- Supplier descriptions mix inches and centimeters, and dates in three formats, so the assistant gives inconsistent sizes. What should AnyCompany add before the data reaches the model?
- AnyCompany’s chat application sends only the latest user message to the model, and the assistant forgets what the customer said two turns earlier. What should the application do?