AWS Data Lakes Predictive Analytics 
DECEMBER 18, 2023
Customers use Amazon Redshift as a key component of their data architecture to drive use cases from typical dashboarding to self-service analytics, real-time analytics, machine learning (ML), data sharing and monetization, and more.
AWS Machine Learning Blog
DECEMBER 4, 2023
In this post, we explain how we built an end-to-end product category prediction pipeline to help commercial teams by using Amazon SageMaker and AWS Batch , reducing model training duration by 90%. This capability of predictive analytics, particularly the accurate forecast of product categories, has proven invaluable.
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Dataconomy
SEPTEMBER 4, 2023
Predictive analytics: Predictive analytics leverages historical data and statistical algorithms to make predictions about future events or trends. For example, predictive analytics can be used in financial institutions to predict customer default rates or in e-commerce to forecast product demand.
AWS Machine Learning Blog
AUGUST 15, 2024
SageMaker Canvas is revolutionizing the way businesses approach data and AI, putting the power of predictive analytics and data-driven decision-making into the hands of everyone. Solutions Architect at AWS. Polaris Jhandi is a Cloud Application Architect with AWS Professional Services.
AWS Machine Learning Blog
APRIL 12, 2023
In this post, we describe how AWS Partner Airis Solutions used Amazon Lookout for Equipment , AWS Internet of Things (IoT) services, and CloudRail sensor technologies to provide a state-of-the-art solution to address these challenges. It’s an easy way to run analytics on IoT data to gain accurate insights.
AWS Machine Learning Blog
APRIL 18, 2023
Predictive condition-based maintenance is a proactive strategy that is better than reactive or preventive ones. Indeed, this approach combines continuous monitoring, predictive analytics, and just-in-time action. Your field engineers and operators can directly use the app to diagnose and plan maintenance for industrial assets.
Smart Data Collective
MARCH 21, 2022
Data Mesh which is the latest addition to the stack is saving data teams from the hassle of producing qualitative data for all business types. Most recently, JP Morgan built a ‘Mesh’ on AWS and locked its scalability fortune on a decentralized architecture. Data Management before the ‘Mesh’.
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