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Version Controlling in Practice: Data, ML Model, and Code | by Chayma Zatout | Dec, 2023

A Step-by-Step Guide to Versioning in MLOpsPhoto by Christopher Gower on UnsplashVersion control is a crucial practice! Without it, your project may become disorganized, making it challenging to roll back to any desired point. You risk losing critical model configurations, weights, experiment results from extensive training periods, and even the entire project itself. You might also find yourself in disagreements and conflicts with your teammates...

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Amazon SageMaker simplifies setting up SageMaker domain for enterprises to onboard their users to SageMaker

As organizations scale the adoption of machine learning (ML), they are looking for efficient and reliable ways to deploy new infrastructure and onboard teams to ML environments. One of the challenges is setting up authentication and fine-grained permissions for users based on their roles and activities. For example, MLOps engineers...

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A Complete Leave Management Guide

Leave management, a vital facet of human resources, involves administering employee time-off requests, ensuring compliance with laws and balancing business operations. This process encompasses managing various types of leaves, such as vacation, sick, parental, and public holidays. In the modern workplace, effective leave management is crucial. Well-managed leave policies can...

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