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Amazon Web Services

Gen AI Dev- Implement data validation & processing pipelines

Amazon Web Services via Coursera

Overview

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In this module, you will learn how to do the following:Build effective data validation and processing pipelines for foundation models, ensuring optimal AI performance through high-quality inputs.This module focuses on implementing data validation and processing pipelines for foundation models, covering essential techniques to ensure high-quality data inputs for optimal AI model performance. You will gain comprehensive guidance on data quality management, validation workflows, multimodal processi

Syllabus

  • Introduction
  • Data Quality Foundations for AI Models
  • Data Formatting for Model Inference
  • Advanced Data Enhancement Techniques
  • Multimodal Data Processing
  • Conclusion

Taught by

AWS Instructor

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