Janice KhorWhy ML system is different from other systems?Research has shown that more than 87% of ML projects never make their way into production. Even if they do, the models health monitoring…3 min read·Nov 15, 2022--1--1
Janice KhorPractical Issues in Data Science Part 2: Distribution Shift (Part 2)In Distribution Shift (Part 1), I have briefly introduced 3 types of distribution shifts and focused on the methods to tackle covariate…4 min read·Apr 25, 2021----
Janice KhorPractical Issues in Data Science Part 2: Distribution Shift (Part 1)As we all know, the performances of machine learning models are heavily relying on the latent relationship between the independent…4 min read·Apr 9, 2021----
Janice KhorPractical Issue In Data Science Part 1: Imbalance IssueThis article is mainly summarizing some of the points that is currently important for me from paper “Learning from Imbalanced Data”. For…11 min read·Mar 9, 2021----