Introduction to Docker and Docker Compose: Beginners Guide

What is Docker Docker is an open source platform that enables developers and engineers to build, deploy, run and manage containers. Containers are standardized, executable components that combine application source code, together with the operating System libraries and dependencies required to run that code in any environment. containers enable multiple application components to share the…

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Student-Teacher Distillation: A Complete Guide for Model Compression

Part 1 of our Deep Learning Model Optimization Series In the rapidly evolving world of machine learning, deploying large, powerful models in production environments often presents significant challenges. Enter student-teacher distillation—a powerful technique that allows us to compress the knowledge of complex models into smaller, more efficient ones without sacrificing too much accuracy. This comprehensive…

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