ai/ml - Robotic Content

SIEM and threat intelligence: Stay current on trending threats

by AI Generated Robotic ContentFAANG August 29, 2023Comments are Disabled

With the average cost of a data breach soaring to an all-time high at USD $4.45 million dollars in 2023, organizations face an ever-increasing array of cybersecurity threats. These threats can range from ransomware attacks to phishing campaigns and insider threats, potentially resulting in data breaches. As cybercriminals become more sophisticated and their tactics more …

RO-ViT: Region-aware pre-training for open-vocabulary object detection with vision transformers

by AI Generated Robotic ContentFAANG August 29, 2023Comments are Disabled

Posted by Dahun Kim and Weicheng Kuo, Research Scientists, Google The ability to detect objects in the visual world is crucial for computer vision and machine intelligence, enabling applications like adaptive autonomous agents and versatile shopping systems. However, modern object detectors are limited by the manual annotations of their training data, resulting in a vocabulary …

University of San Francisco Data Science Conference 2023 Datathon in partnership with AWS and Amazon SageMaker Studio Lab

by AI Generated Robotic ContentFAANG August 29, 2023Comments are Disabled

As part of the 2023 Data Science Conference (DSCO 23), AWS partnered with the Data Institute at the University of San Francisco (USF) to conduct a datathon. Participants, both high school and undergraduate students, competed on a data science project that focused on air quality and sustainability. The Data Institute at the USF aims to …

Managing your cloud ecosystems: Maintaining workload continuity during worker node upgrades

by AI Generated Robotic ContentFAANG August 26, 2023Comments are Disabled

Planning and managing your cloud ecosystem and environments is critical for reducing production downtime and maintaining a functioning workload. In the “Managing your cloud ecosystems” blog series, we cover different strategies for ensuring that your setup functions smoothly with minimal downtime. To start things off, the first topic in this blog series is ensuring workload …

Responsible AI at Google Research: Perception Fairness

by AI Generated Robotic ContentFAANG August 26, 2023Comments are Disabled

Posted by Susanna Ricco and Utsav Prabhu, co-leads, Perception Fairness Team, Google Research Google’s Responsible AI research is built on a foundation of collaboration — between teams with diverse backgrounds and expertise, between researchers and product developers, and ultimately with the community at large. The Perception Fairness team drives progress by combining deep subject-matter expertise …

Scaling machine learning with BigQuery ML inference engine

by AI Generated Robotic ContentFAANG August 26, 2023Comments are Disabled

As enterprises race to extract value from structured, semi-structured, and unstructured data, they face a continuum of challenges related to data gravity, including data acquisition, data management and data governance. Simultaneously, these companies are also grappling with model gravity as they build and scale machine learning workflows for their predictive analytics needs. Core data warehousing …

2018 Call for Code Winner Project OWL advances its natural disaster communication network

by AI Generated Robotic ContentFAANG August 25, 2023Comments are Disabled

For disaster-prone areas, fragile connectivity remains a major problem, often going offline in critical moments. Aerospace enterprises face a similar challenge when trying to run consistent high-altitude connectivity while operating in remote locations, which can also be very expensive. This is where Project OWL comes into play: developing new technologies to help address these challenges. Formed …

How to compare a noisy quantum processor to a classical computer

by AI Generated Robotic ContentFAANG August 25, 2023Comments are Disabled

Posted by Sergio Boixo and Vadim Smelyanskiy, Principal Scientists, Google Quantum AI Team A full-scale error-corrected quantum computer will be able to solve some problems that are impossible for classical computers, but building such a device is a huge endeavor. We are proud of the milestones that we have achieved toward a fully error-corrected quantum …

Announcing the Preview of Amazon SageMaker Profiler: Track and visualize detailed hardware performance data for your model training workloads

by AI Generated Robotic ContentFAANG August 25, 2023Comments are Disabled

Today, we’re pleased to announce the preview of Amazon SageMaker Profiler, a capability of Amazon SageMaker that provides a detailed view into the AWS compute resources provisioned during training deep learning models on SageMaker. With SageMaker Profiler, you can track all activities on CPUs and GPUs, such as CPU and GPU utilizations, kernel runs on …

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Cloud Storage FUSE is now optimized for GKE and AI workloads

by AI Generated Robotic ContentFAANG August 25, 2023Comments are Disabled

Google Cloud’s Cloud Storage is home to reams of training data, models and checkpoints that you need to train and serve AI workloads, delivering the scale, performance, simplicity and cost-effectiveness that are the hallmarks of a cloud storage system. But when it comes time for an AI workload to actually access that data, it isn’t …