Tests

How one can speed up decision-making and improve accuracy when coping with limited dataA/B testing is a straightforward approach to reduce uncertainty in decision making by providing an information driven approach to determine which...

China has approved its first group of nine automakers to conduct public road testing to speed up the adoption of self-driving cars. Reuters reported on the 4th (local time) that the Chinese government granted Level...

A fast introduction to Before and After Tests with code.Gustavo Santos·FollowPublished inTowards Data Science·13 min read·2 hours ago--ShareI'll start this post by saying that A/B Testing was never a robust skill for me. “Okay,...

Quantitative study design, significance testing, and different classes of statistical tests.I got here to write down this text through what was a predictable yet still unexpected set of events. I recently finished a course...

Tinder is currently testing an AI photo selection feature that appears at a user’s photo album and selects the five that best represents them for his or her dating profile, parent company Match Group...

The fund has no carry, and the primary sift is finished by robots Investors are throwing money at AI startups (perhaps not as much as you may think), so it’s no wonder that we’re beginning...

Data Quality dimensionsTaking a consumer viewpoint of information quality is undoubtedly a useful initial step. However it may not cover the completeness of the test scope. Extensive literature reviews have addressed this issue for...

Use natural language to check the behavior of your ML modelsImagine you create an ML model to predict customer sentiment based on reviews. Upon deploying it, you realize that the model incorrectly labels certain...