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Amazon SageMaker Data Agent Simplifies Data Prep in 2026: A Deep Dive

Fri, 03 Apr 2026 17:03:57 +0530

Amazon SageMaker Data Agent Simplifies Data Prep in 2026: A Deep Dive

The year is 2026, and the world of machine learning continues to evolve at a breakneck pace. One of the biggest challenges facing data scientists and ML engineers remains: preparing data for model training. Amazon Web Services (AWS) is tackling this head-on with the continued evolution of SageMaker, specifically with advancements in its Data Agent. In March 2026, a significant update focused on a new chart-based approach (MV – likely standing for Model View or Minimal Viable) that promises to revolutionize how data is managed and prepared within SageMaker. Let's dive into what this means for you.

Azure Cloud Services (Classic) Retirement: Your Migration Guide for 2026 and Beyond

Wed, 25 Mar 2026 14:11:36 +0530

Azure Cloud Services (Classic) Retirement: Your Migration Guide for 2026 and Beyond

Are you still running applications on Azure Cloud Services (classic)? While the official retirement date has passed, understanding the migration path to Azure Resource Manager (ARM) remains critical for maintaining and modernizing your Azure infrastructure. This article provides a roadmap for users who need to migrate their classic deployments and ensures they are equipped for the future of Azure cloud computing. Even though the original deadline was August 31, 2024, this information is critical, and many companies are still in the process of these changes.