ml 12048 image001

Use the AWS CDK to deploy Amazon SageMaker Studio lifecycle configurations

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Amazon SageMaker Studio is the first fully integrated development environment (IDE) for machine learning (ML). Studio provides a single web-based visual interface where you can perform all ML development steps required to prepare data, as well as build, train, and deploy models. Lifecycle configurations are shell scripts triggered by Studio lifecycle events, such as starting …

Read more “Use the AWS CDK to deploy Amazon SageMaker Studio lifecycle configurations”

1 workflow.max 1000x1000 1

RNA-Seq and protein structure prediction with BigQuery and Vertex AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

RNA-Seq and protein structure prediction are essential tools in modern biological research, facilitating insights into the molecular mechanisms of diseases and the development of potential therapies. RNA-Seq is a technique for profiling gene expression, enabling researchers to better understand gene regulation and complex interactions between genes. Protein structure prediction, on the other hand, provides information …

Read more “RNA-Seq and protein structure prediction with BigQuery and Vertex AI”

Generating Diagrams with ChatGPT

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

A large language model trained with appropriate content can generate responses more than just English text. ChatGPT, for example, is known to be able to generate code in many programming languages. Indeed, you can make ChatGPT generate other content as well, such as pictures. In this post, you will learn How to make ChatGPT to …

Read more “Generating Diagrams with ChatGPT”

RoboCat: A self-improving robotic agent

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Robots are quickly becoming part of our everyday lives, but they’re often only programmed to perform specific tasks well. While harnessing recent advances in AI could lead to robots that could help in many more ways, progress in building general-purpose robots is slower in part because of the time needed to collect real-world training data. Our …

Read more “RoboCat: A self-improving robotic agent”

Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Optimal transport (OT) theory focuses, among all maps that can morph a probability measure onto another, on those that are the “thriftiest”, i.e. such that the averaged cost between and its image be as small as possible. Many computational approaches have been proposed to estimate such Monge maps when is the distance, e.g., using entropic …

Read more “Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps”

12AIz5X1jnv5dkdBr5FiHj4DA

La eficacia y ética de la Inteligencia Artificial deben pasar de lo fatuo a lo operacional

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

(An English-language version of this post can be read here.) Inteligencia Artificial: Más que una moda Los proveedores de Software que venden productos basados en IA defectuosa y los expertos en ética distraídos por sus abstracciones alejadas de la realidad deberían plantearse una pregunta básica: ¿Están enfrentándose a problemas del mundo real o se están deleitando con …

Read more “La eficacia y ética de la Inteligencia Artificial deben pasar de lo fatuo a lo operacional”