Containers
Tag: Machine Learning
How Quora modernized MLOps on Amazon EKS to improve customer experience with scalable ML applications
This blog post was co-written by Lida Li of Quora Introduction Quora is a leading Q&A platform with a mission to share and grow the world’s knowledge, serving hundreds of millions of users worldwide every month. Quora uses machine learning (ML) to generate a custom feed of questions, answers, and content recommendations based on each […]
Actuate uses AWS Fargate for ML-based, real-time video monitoring and threat detection
This post was written in collaboration with Scott Underwood, Jacob Weiss, Tatiana Hanazaki, and Mark Berbera from Actuate AI. The goal at Actuate AI is to leverage technology to make the world a safer place. Our team at Actuate AI aims to do that by using cutting-edge computer vision to reduce the response time of […]
Autonomous ML-based detection and identification of root cause for incidents in microservices running on EKS
This blog was co-written with Gavin Cohen, VP of Product at Zebrium. Overview If you’ve never experienced the frustration of hunting for root cause through huge volumes of logs, then you’re one of the few lucky ones! The process typically starts by searching for errors around the time of the problem and then scanning for […]
Advertising click-prediction modeling on Amazon EKS
In digital advertising, the ad click-through rate (CTR) model predicts the probability of a click given the ads and context x (for example, shopping query, time of the day, device). The output of a CTR model can be seen as a conditional probability p(y = click|x). A precise estimation of this probability influences our ability […]