Model Evaluation with Generative AI
Upgrade your model evaluation skills with generative AI tools. This course will teach you to craft prompts for evaluating models, conducting human evaluations, and designing appropriate evaluation protocols.
What you'll learn
Evaluating machine learning models can be a complicated and time-consuming task. In this course, Model Evaluation with Generative AI, you'll learn to leverage generative AI tools to streamline and enhance your model evaluation processes. First, you'll explore how to craft prompts for evaluating classification models. Next, you'll discover techniques for crafting prompts for regression models. Finally, you'll learn how to conduct human evaluations, such as user studies or expert reviews, to gather subjective feedback on the generated samples. When you're finished with this course, you'll have the skills and knowledge of model evaluation using generative AI needed to design appropriate evaluation protocols to ensure your models perform as expected.
