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Using ArcGIS GeoAnalytics Engine on Amazon EMR to predict rideshare demand

AWS Public Sector

withColumn("point", ST.point("X","Y", 26971)) print(np.corrcoef(pred_results.predictions.flatten(), pred_y.flatten())[0][1]) Export data and results Now, we can write the resulting DataFrame to a feature service, which will allow for the exported data to be visualized in different ways in an ArcGIS environment. groupBy("bins").agg(

Demand 59
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How Fair Trade USA uses AWS to improve working conditions for farmers

AWS Public Sector

When farmers receive a fair price for their harvest, they can farm sustainably, keep their kids in school, and reduce the risk of displacement. Amazon Rekognition adds AI-driven tagging of UGC media and images, streamlining the discovery of relevant materials for impact reporting.

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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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US: Navigating Global Supply Chain Uncertainty: Force Majeure and Other Doctrines that May Excuse Contractual Performance

Import and Trade Remedies

Beyond force majeure, some contracts have price adjustment, hardship, or material adverse change clauses that may be helpful. If tariffs or trade restrictions are not mentioned, assume that simply saying it is more expensive to conduct business now will not excuse non-performance.

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Friday Flash 04/18/2025

The Coalition for Government Procurement

Each procurement will need to be supported by market research and price analysis. Through the strategic partnership, Googles Workspace collaboration platform will be offered to every Federal agency at a 71 percent discounted price from the current Multiple Award Schedules Program pricing, regardless of transaction size.