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Use Amazon SageMaker Canvas to build machine learning models using Parquet data from Amazon Athena and AWS Lake Formation

Data is the foundation for machine learning (ML) algorithms. One of the most common formats for storing large amounts of data is Apache Parquet due to its compact and highly efficient format. This means that business analysts who want to extract insights from the large volumes of data in their data warehouse must frequently use …

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From Receipts to Riches: Save Money w/ Google Cloud & Supermarket Bills – Part 2

Manual document classification and extraction is still a time-consuming and difficult task for many organizations. This blog series aims to demonstrate how Google Cloud products like Document AI and BigQuery can be used together to help organizations eliminate manual document processing. In the first part of this blog series, we discussed how to digitize grocery …

Microsoft Bing Speeds Ad Delivery With NVIDIA Triton

Jiusheng Chen’s team just got accelerated. They’re delivering personalized ads to users of Microsoft Bing with 7x throughput at reduced cost, thanks to NVIDIA Triton Inference Server running on NVIDIA A100 Tensor Core GPUs. It’s an amazing achievement for the principal software engineering manager and his crew. Tuning a Complex System Bing’s ad service uses …