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Introducing Amazon EKS support in Amazon SageMaker HyperPod

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

We are thrilled to introduce Amazon Elastic Kubernetes Service (Amazon EKS) support in Amazon SageMaker HyperPod, a purpose-built infrastructure engineered with resilience at its core. This capability allows for the seamless addition of SageMaker HyperPod managed compute to EKS clusters, using automated node and job resiliency features for foundation model (FM) development. FMs are typically …

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Neuromorphic platform presents significant leap forward in computing efficiency 

by AI Generated Robotic ContentAI/ML NewsPosted on Comments are Disabled

Researchers at the Indian Institute of Science (IISc) have developed a brain-inspired analog computing platform capable of storing and processing data in an astonishing 16,500 conductance states within a molecular film. Published today in the journal Nature, this breakthrough represents a huge step forward over traditional digital computers in which data storage and processing are …

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Scaling to Success: Implementing and Optimizing Penalized Models

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

This post will demonstrate the usage of Lasso, Ridge, and ElasticNet models using the Ames housing dataset. These models are particularly valuable when dealing with data that may suffer from multicollinearity. We leverage these advanced regression techniques to show how feature scaling and hyperparameter tuning can improve model performance. In this post, we’ll provide a …

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Big News: Chatbot Conference 2024 Now Available Online!

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

We have some fantastic news for you! Due to popular demand, we are thrilled to announce that the Chatbot Conference 2024 will now be available online. Whether you’re near or far, you can join us from the comfort of your home or office. 🚀 Online Access Details: Dates: September 24–26, 2024 Time: 9:00 am to 5 pm Pacific …

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Pushy to the Limit: Evolving Netflix’s WebSocket proxy for the future

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

By Karthik Yagna, Baskar Odayarkoil, and Alex Ellis Pushy is Netflix’s WebSocket server that maintains persistent WebSocket connections with devices running the Netflix application. This allows data to be sent to the device from backend services on demand, without the need for continually polling requests from the device. Over the last few years, Pushy has seen …

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Genomics England uses Amazon SageMaker to predict cancer subtypes and patient survival from multi-modal data

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

This post is co-written with Francisco Azuaje from Genomics England. Genomics England analyzes sequenced genomes for The National Health Service (NHS) in the United Kingdom, and then equips researchers to use data to advance biological research. As part of its goal to help people live longer, healthier lives, Genomics England is interested in facilitating more …

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Regnology Automates Ticket-to-Code with agentic GenAI on Vertex AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

A significant challenge in software development  faced by many tech driven companies with internal software development teams, is the “Ticket-to-Code Problem”.This issue arises when-reported bugs or requirements are logged as tickets, which then need to be transformed into actionable  code changes. Regnology, a global technology pioneer in regulatory reporting solutions, is no exception.  The process …

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