Remove Export Remove Influencing Remove Warehouse
article thumbnail

Using ArcGIS GeoAnalytics Engine on Amazon EMR to predict rideshare demand

AWS Public Sector

While analyzing this massive dataset can help uncover factors (such as demography, road network, or characteristics) influencing rideshare patterns and their spatial variation across city areas, the datasets required can quickly become unwieldy to work with. withColumn("bin", ST.h3_bins(F.col("point"), 8)).withColumn("bins", groupBy("bins").agg(

Demand 59
article thumbnail

How Amazon Redshift ML can help enhance outcomes for underperforming, at-risk students

AWS Public Sector

In this post, well explore how Amazon Redshift ML , a powerful machine learning (ML) capability within the Amazon Redshift data warehouse, can enable higher education leaders to quickly predict student outcomes and communicate insights to key stakeholders. The key benefits of using Amazon Redshift ML include: 1.

article thumbnail

Government Contracts Inflation Update

Procurement Notes

And, “[t]he four components of gross domestic product are personal consumption, business investment, government spending, and net exports.” [28] Seasonal adjustment removes the effects of recurring seasonal influences from many economic series, including consumer prices. ” [85] In March to April 2022, McKinsey & Co.