AWS FeedAnnouncing specialized support for extracting data from invoices and receipts using Amazon Textract Receipts and invoices are documents that are critical to small and medium businesses (SMBs), startups, and enterprises for managing their accounts payable processes. These types of documents are difficult to process at scale because they follow no set design rules, yet…
AWS FeedNew 2021 H1 IRAP report is now available on AWS Artifact for Australian customers We are excited to announce that an additional 15 AWS services are now assessed to be in scope for Information Security Registered Assessors Program (IRAP) after a successful incremental audit completed in June 2021 by independent ASD (Australian Signals Directorate)…
AWS FeedImproving Retail Forecast Accuracy with Machine Learning The global retail market continues to grow larger and the influx of consumer data increases daily. The rise in volume, variety, and velocity of data poses challenges with demand forecasting and inventory planning. Outdated systems generate inaccurate demand forecasts. This results in multiple challenges for retailers. They…
AWS FeedChoosing a Well-Architected CI/CD approach: Open Source on AWS Introduction When building a CI/CD platform, it is important to make an informed decision regarding every underlying tool. This post explores evaluating the criteria for selecting each tool focusing on a balance between meeting functional and non-functional requirements, and maximizing value. Your first decision: source…
AWS FeedBring your own container to project model accuracy drift with Amazon SageMaker Model Monitor The world we live in is constantly changing, and so is the data that is collected to build models. One of the problems that is often seen in production environments is that the deployed model doesn’t behave the same way…
AWS FeedAccess Amazon Location Service from Amazon Redshift Organizations typically store business and customer data in databases like Amazon Relational Database Service (Amazon RDS) and Amazon Redshift, and often want to enrich this data by integrating with external services. One such enrichment is to add spatial attributes such as location coordinates for an address. With…