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Using ArcGIS GeoAnalytics Engine on Amazon EMR to predict rideshare demand

AWS Public Sector

While we are not demonstrating how this is calculated here, we did perform an evaluation step based on Pearson correlation coefficients and variance inflation factor to identify the variables that were highly correlated so we could remove them from the analysis. . withColumn("bin", ST.h3_bins(F.col("point"), 8)).withColumn("bins",

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CFIUS Update: A More Refined Focus, Increased Risks

GovCon & Trade

On a day-to-day basis, restrictions arise most commonly in the context of export controls and economic sanctions. Ultimately, CFIUS exists to identify and address national security risks that cannot be ameliorated through another legal regime such as export controls or Foreign Ownership, Control or Influence (FOCI) mitigation.

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How Fair Trade USA uses AWS to improve working conditions for farmers

AWS Public Sector

Amazon Rekognition adds AI-driven tagging of UGC media and images, streamlining the discovery of relevant materials for impact reporting. Its particularly easy to lose track of where an ingredient comes from, especially as the ingredient passes through multiple steps of being exported, imported and processed.

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Canada: Guarding the North – Updated Guidelines on the National Security Review of Investments Amid U.S.-Canada Trade War

Import and Trade Remedies

With this significant change to the factors considered in evaluating national security risks, it is more important than ever to seek regulatory advice in the early stages of transaction planning to ensure appropriate regulatory strategies are in place.

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Malaysia: US tariffs on Malaysian imports announced on 2 April 2025

Import and Trade Remedies

Malaysia’s response In a media statement released on 3 April 2025, the Malaysian Ministry of Investment, Trade and Industry (MITI) made clear that Malaysia is not considering retaliatory tariffs and will continue engaging with the US authorities to seek solutions to uphold the spirit of free and fair trade.

Import 40
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Friday Flash 04/18/2025

The Coalition for Government Procurement

GSA notes in the award announcements that it will continue to evaluate proposals as part of the rolling awards process. pharmaceutical demand, weaponization of pharmaceutical exports, and other related issues. Task orders for the new apparent awardees were set to begin on April 17. manufacturing, U.S.