One of the main problems with deep learning models is finding the right way to deploy them within the company's IT infrastructure. Serverless architecture changes the rules of the game—instead of ...

In this work, we leverage the power of AWS Lambda and S3 buckets to propose a revolutionary method for peer-to- peer deep learning. Unlike traditional synchronous approaches, ours adopts asynchronous ...

AWS CloudFormation, which creates and configures Amazon Web Services resources with a template, simplifies the process of setting up a distributed deep learning cluster.The AWS CloudFormation Deep ...

Gaudi was designed from the ground up to accomplish one task: train deep learning models. To do this well, it focuses its architecture on two aspects: efficiency and scalability.

Week 1 of the course will cover generative AI use cases, project lifecycle, and model pre-training where students will examine the transformer architecture that powers many LLMs, see how these ...

AWS and Microsoft also published Gluon's reference specification on GitHub to allow other deep learning engines to integrate with the interface.

AWS DeepLens is the world’s first deep learning-enabled wireless video camera built to give developers hands-on experience with machine learning Amazon Transcribe, Amazon Translate, Amazon ...