Mostafa Ibrahim


How to address Machine Learning Bias in a pre-trained HuggingFace text classification model?

Machine learning models, despite their potential, often face issues like biases and performance inconsistencies. As these models find real-world applications, ensuring their robustness becomes paramount. This tutorial explores these challenges, using the Ecommerce Text Classification dataset as a case study. Through this, we highlight key measures and tools, such as Giskard, to boost model performance.

Mostafa Ibrahim
View post