Drift Detection: An Introduction
What is Drift Detection? Deployed machine learning models can fail spectacularly in response to seemingly benign changes to the underlying process being […]
ML Progressive Rollouts with Seldon and Iter8
Once you have a machine learning model in production that is providing benefit one of the next challenges you will meet is […]
Bridging the Data Science Gap in MLOps – Seldon Core 1.8 Released!
As organisations adopt MLOps into their business-as-usual operations, further standardisation is introduced to ensure governance and compliance. As the MLOps strategy matures […]
Kubecon Europe: Benchmarking machine learning performance at scale
Last week, Seldon’s Director of Machine Learning, Alejandro Saucedo, gave a talk at KubeCon Europe – a flagship four-day conference hosted by […]
Taking MLOps to the next level with metadata management and other great features – Seldon Deploy 1.2 Released!
As organisations utilise machine learning for a growing number of tasks, the ability to ensure proper governance, auditing and discoverability of those […]
Seldon Deploy 1.0 is launched!
The launch of Seldon Deploy 1.0 was packed with interesting insights from MLOps experts who shared best practises and predictions for the […]
Seldon Core 1.5 Release
The release of Seldon Core 1.5.0 sees updates of Drift, Outlier and Explanations with Alibi, as well as default inference endpoints for […]
Real Time Machine Learning at Scale using SpaCy, Kafka & Seldon Core
A hands on tutorial to train and deploy a Sklearn SpaCy model to process real time Kafka streaming data using Seldon Core […]
Distributed Black-Box Explanation with Ray
Advances in computer architecture have led to state-of-the-art performance of machine learning models in fields such as text and image classification, disease […]
How Seldon’s Alibi and Ray make Model Explainability Easy and Scalable
Written by Seldon’s Alexandru Coca and Anyscale‘s Bill Chambers Serving models at scale is only part of the battle. In general, you’re […]
MLOps: Isn’t that just DevOps? Ryan Dawson speaks at MLOps Coffee Session
Ryan Dawson, Engineer at Seldon, digs into what separates MLOps and DevOps in this video session with the MLOps.community. Abstract: It can […]
Seldon Core 1.2 Release
The Seldon team are delighted to announce the release of version 1.2 of our open source model deployment platform for Kubernetes. The […]