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MLSecOps with Automated Online and Offline ML Model Evaluations on Kubernetes

Offered By: Linux Foundation via YouTube

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Machine Learning Courses Data Science Courses Cybersecurity Courses DevOps Courses Cloud Computing Courses Kubernetes Courses Model Evaluation Courses Containerization Courses MLSecOps Courses

Course Description

Overview

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Explore automated online and offline machine learning model evaluations on Kubernetes in this 40-minute talk presented by Tommy Li and Animesh Singh from IBM. Gain insights into MLSecOps practices and learn how to leverage Kubernetes for efficient model evaluation processes in both online and offline scenarios. Discover techniques to enhance the security and operational aspects of machine learning workflows within a Kubernetes environment.

Syllabus

MLSecOps with Automated Online and Offline ML Model Evaluations on Kubernetes


Taught by

Linux Foundation

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