#containerization
#containerization
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Data science
fromInfoQ
4 months agoBeyond Notebook: Building Observable Machine Learning Systems
A unified ML management system orchestrates components like experiment tracking, model serving, and monitoring.
Interactive visualization tools like Streamlit enhance rapid prototyping and stakeholder dialogue.
Containerization with Docker and Kubernetes is vital for scaling ML applications.
Employing a monitoring trinity ensures observability and performance reliability in ML systems.
fromCloud Pro
4 months agoUK enterprises lead the way on containerization, but skills gaps could hinder progress
The UK is at a pivotal moment in its GenAI adoption journey. While organizations are eager to leverage AI-driven productivity and automation, security, integration with existing infrastructure, and skills shortages continue to slow progress.
European startups
fromSecuritymagazine
10 months agoMaximizing business benefits with robust hybrid cloud security
The evolution of containers and hybrid cloud technologies has democratized access to new applications, facilitating increased innovation and seamless collaboration within organizations. With 73% of enterprises adopting a hybrid cloud strategy, the move from on-premises to cloud is significant.
Information security
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