Author: R Jemaiel

Macro Briefing: 15 November 2024

TutoSartup excerpt from this article:
US jobless claims fell to a six-month low last week... An economist at RSM, Tuan Nguyen, writes: “The continued drop in new filings for unemployment benefits, a proxy for layoffs, should suggest a strong rebound in payroll gains this month, which would reaffirm that the disappointing October jobs report was a one-time shock... “The economy is not sending any signals that we need to be in a hur...

Governing ML lifecycle at scale: Best practices to set up cost and usage visibility of ML workloads in multi-account environments

TutoSartup excerpt from this article:
However, to allocate costs to cloud resources, a tagging strategy is essential... Implement a tagging strategy A tag is a label you assign to an AWS resource... Tags consist of a customer-defined key and an optional value to help manage, search for, and filter resources... It’s important to define a tagging strategy for your resources as soon as possible when establishing your cloud foundati...

Automate invoice processing with Streamlit and Amazon Bedrock

TutoSartup excerpt from this article:
Invoice processing is a critical yet often cumbersome task for businesses of all sizes, especially for large enterprises dealing with invoices from multiple vendors with varying formats... The sheer volume of data, coupled with the need for accuracy and efficiency, can make invoice processing a significant challenge... To extract key details such as invoice numbers, dates, and amounts, we use Ama...

Centralize model governance with SageMaker Model Registry Resource Access Manager sharing

TutoSartup excerpt from this article:
We recently announced the general availability of cross-account sharing of Amazon SageMaker Model Registry using AWS Resource Access Manager (AWS RAM), making it easier to securely share and discover machine learning (ML) models across your AWS accounts... Customers find it challenging to share and access ML models across AWS accounts because they have to set up complex AWS Identity and Access M...

10-Year US Treasury Yield ‘Fair Value’ Estimate: 14 November 2024

TutoSartup excerpt from this article:
The market premium for the US 10-year Treasury yield rose in October relative to a “fair value” estimate calculated by CapitalSpectator...The current market premium over the average fair value via the average of three models rose to 65 basis points, the highest since July...In recent years, following the Federal Reserve’s sharp shift to a hawkish monetary policy, the 10-yea...

Introducing resource control policies (RCPs), a new type of authorization policy in AWS Organizations

TutoSartup excerpt from this article:
Today, I am happy to introduce resource control policies (RCPs) – a new authorization policy managed in AWS Organizations that can be used to set the maximum available permissions on resources within your entire organization... Make sure you are using the Organizations management account or a delegated administrator because those are the only accounts that can enable or disable policy types... ...

Improve governance of models with Amazon SageMaker unified Model Cards and Model Registry

TutoSartup excerpt from this article:
You can now register machine learning (ML) models in Amazon SageMaker Model Registry with Amazon SageMaker Model Cards, making it straightforward to manage governance information for specific model versions directly in SageMaker Model Registry in just a few clicks... Model cards are an essential component for registered ML models, providing a standardized way to document and communicate key model...