Microsoft Certified Azure AI Engineer Associate - AI-102

Microsoft Certified Azure AI Engineer Associate - AI-102

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You are required to implement a custom document intelligence model to extract specific fields from a new type of document. Describe the steps you would take to train this model, including data preparation, model selection, and training process. Additionally, explain how you would evaluate the model's performance and what metrics you would use to ensure its accuracy.




Explanation:

Data preparation involves segmenting documents for better training, selecting a custom model template for specificity, training with a large dataset for robustness, and evaluating using F1 score and recall to ensure comprehensive performance assessment.