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Seldon Core

Seldon Core is an open-source platform that facilitates the deployment, scaling, and management of machine learning models on Kubernetes. It allows data scientists and engineers to serve models in production environments with features like model versioning, logging, monitoring, and A/B testing.

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About Seldon Core

Seldon Core was created in 2018 by the company Seldon. It was developed to address the challenges of deploying and managing machine learning models at scale in production environments. The platform provided tools for model versioning, logging, monitoring, and A/B testing, enabling data scientists and engineers to efficiently serve models using Kubernetes.

Strengths of Seldon Core include its seamless integration with Kubernetes, support for model versioning, and robust monitoring and logging capabilities. Weaknesses may involve a steep learning curve and the need for Kubernetes expertise. Competitors include Kubeflow, MLflow, and TFX (TensorFlow Extended).

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How to hire a Seldon Core expert

A Seldon Core expert must have strong skills in Kubernetes, Docker, and container orchestration. Proficiency in machine learning model deployment, familiarity with REST and gRPC APIs, and experience with monitoring tools like Prometheus and Grafana are also essential. Knowledge of version control systems such as Git is important for managing model versions.

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