Dealing with outliers in A/B testing: Methods and best practices *Google collab with code snippets here. **Notebook tests use simple dummy data, not to simulate real-life data, but to demonstrate the methods.... Ignacio Amaya de la Peña 9 min read Aug 24, 2023
Unlocking the hidden pitfalls of data sampling While data sampling seems practical, you’re putting your data at risk. Let’s say you’re knee-deep in deploying your regression model. You’ve collected... Nimrod Carmel 7 min read Jun 19, 2023
Optimizing ad placement in search and recommendation systems: A practical guide Introduction When building search and recommendation systems, one critical aspect to consider is the integration of sponsored content or advertisements into the... Noa Azaria 6 min read May 16, 2023
Entity-Level ML Monitoring: Fine-Grained Anomaly Detection When it comes to monitoring your ML models, the standard approach is to monitor the statistical behavior of entire datasets (e.g. training... Gon Rappaport 6 min read May 01, 2023
