Earlier this year, tens of thousands of developers gathered in Las Vegas for Google Cloud Next ’24, which culminated in hundreds of sessions and over 200 announcements. During the Developer Keynote, we showcased how Gemini can help with the shopping experience of an online store. Let’s dive into this demo and how it all worked …
Read more “Test it out: an online shopping demo experience with Gemini and RAG”
Two new AI systems, ALOHA Unleashed and DemoStart, help robots learn to perform complex tasks that require dexterous movement
Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity. The FMs are typically pretrained on …
Read more “Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart”
A research team has made a major discovery by designing molecules that could revolutionize computing.
ChatGPT creator OpenAI on Thursday released a new series of artificial intelligence models designed to spend more time thinking—in hopes that generative AI chatbots provide more accurate and beneficial responses.
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 …
Read more “Introducing Amazon EKS support in Amazon SageMaker HyperPod”
Shared exclusively with WIRED, this Image Playground creation is the first that Apple has released outside of marketing materials.
Researchers have created microscale robots less than 1 millimeter in size that are printed as a 2D hexagonal ‘metasheet’ but, with a jolt of electricity, morph into preprogrammed 3D shapes and crawl.
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 …
Read more “Neuromorphic platform presents significant leap forward in computing efficiency ”
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 …
Read more “Scaling to Success: Implementing and Optimizing Penalized Models”