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Predicting HVAC faults with AWS Glue and Amazon SageMaker for Carrier

Predicting HVAC faults with AWS Glue and Amazon SageMaker for Carrier

by instadatahelp | Sep 5, 2023 | AI Blogs

In 1902, Willis Carrier invented air conditioning, which revolutionized the way we control indoor environments. Today, Carrier products are trusted for creating comfortable spaces, ensuring food safety, and transporting medical supplies. At Carrier, we prioritize...

Online Multi-Kernel Learning Enhanced with Graph-Based Techniques

by instadatahelp | Sep 5, 2023 | AI Blogs

Graph-Aided Online Multi-Kernel Learning Authors: Pouya M. Ghari, Yanning Shen; 24(21):1−44, 2023. Abstract Multi-kernel learning (MKL) has gained popularity in function learning tasks. Unlike single kernel learning, which relies on a pre-selected kernel, MKL combines...
Develop a content moderation solution using Amazon SageMaker JumpStart with generative AI

Develop a content moderation solution using Amazon SageMaker JumpStart with generative AI

by instadatahelp | Sep 5, 2023 | AI Blogs

Content moderation is crucial for maintaining online safety and upholding the standards of websites and social media platforms. It protects users from inappropriate content and ensures their well-being in digital spaces. For advertisers, content moderation helps...

N-player General-sum Linear-quadratic Games: Policy Gradient Methods Successfully Identify the Nash Equilibrium

by instadatahelp | Sep 5, 2023 | AI Blogs

Policy Gradient Methods and the Nash Equilibrium in N-player General-sum Linear-quadratic Games Authors: Ben Hambly, Renyuan Xu, Huining Yang; Journal of Machine Learning Research, 24(139):1−56, 2023. Abstract This study focuses on the convergence of the natural...
Optimizing Deployment Cost of Amazon SageMaker JumpStart Foundation Models using Asynchronous Endpoints

Optimizing Deployment Cost of Amazon SageMaker JumpStart Foundation Models using Asynchronous Endpoints

by instadatahelp | Sep 5, 2023 | AI Blogs

The success of generative AI applications in various industries has caught the attention of companies worldwide. These companies are interested in replicating and surpassing the achievements of their competitors or finding new and exciting use cases. To power their...
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