This topic provides a list of documents about use cases for Data Science Workshop (DSW).
Case Name | Description |
Shows how to use the responsible-ai-toolbox in DSW of Alibaba Cloud PAI to analyze model fairness. This example evaluates a model that predicts whether an annual income exceeds 50K based on gender and race. | |
Shows how to use the responsible-ai-toolbox in DSW of Alibaba Cloud PAI to perform error analysis on a model. This example predicts whether the annual income of various population groups in a census dataset is greater than 50K. | |
Shows how to use EasyVision in DSW for object detection. | |
Shows how to use EasyTransfer in DSW for text classification. This includes model training, evaluation, prediction, export, and deployment. | |
Shows how to use the EasyASR algorithm package in DSW for speech recognition. | |
Shows how to train a speech classification model in DSW using the EasyASR algorithm package. |