What is a cloud infrastructure for citizen services

State and Local Authorities (USA)

Kinesis Firehose ingests data to S3, which then stores the raw, preprocessed, and post-processed data as a data lake. Query using Amazon EMR, Amazon Athena, Amazon Redshift, or Amazon Redshift Spectrum. Use Amazon QuickSight to visualize data and make informed decisions. If you're running machine learning (ML) workloads, you can use Spark ML, Python, and MXnet to run ML queries. Use the result of the analysis to increase target accuracy and optimize the targeting algorithms.

similar products

Related resources

Machine learning in AWS

AWS has the broadest and deepest range of machine learning (ML) and artificial intelligence (AI) services. On behalf of our customers, we focus on solving some of the toughest challenges that keep ML from being in the hands of all developers.

Additional Information "

Blog: Listen to Citizens' and Student Sentiments with Machine Learning

In addition to translating tweets, you can understand what is being said, the feeling and the key people, places, organizations and things that are being discussed. You can do all of this without needing deep data science knowledge or hiring a team with those skills.

Additional Information "

AI / ML webinar series

Our webinars help IT practitioners, CIOs, CTOs, CSOs, data scientists and engineers with little to no AI / ML experience to find their best use case and build a proof of concept.

Additional Information "