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Lessons List | 7 Lesson

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14 Reviews


SAHANA HD

Good 2024-12-24

Sanvi B.N

GOOD 2024-12-24

Surya Suri

It was great session 2024-12-24

Rakesh S R

good 2024-12-23

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Course Description

Model deployment on unix course, in this course dives into the essentials of deploying machine learning models on Unix systems, covering the entire process from preparing the environment to launching and monitoring models in production. You'll learn how to package models, create APIs using tools like Flask or FastAPI, and automate deployment with shell scripting and Docker. The course also explores scaling deployments with Kubernetes, securing environments, and optimizing performance. Through practical examples, you'll master key Unix commands, scheduling with Crontab, and integrating monitoring tools. By the end, you'll be equipped to efficiently deploy and manage machine learning models on Unix platforms, ready for real-world applications.