Managing a PyTorch Training Process with Checkpoints and Early Stopping

A large deep learning model can take a long time to train. You lose a lot of work if the training process interrupted in the middle. But sometimes, you actually want to interrupt the training process in the middle because you know going any further would not give you a better model. In this post, …

12A1jujUexmm1P 9i5Ih51Vqw

How Palantir Meets IL6 Security Requirements with Apollo

Editor’s Note: In this blog post, Palantir’s Apollo & USG Tech teams pair up to describe how we deploy Palantir Apollo as the foundation of our Impact Level 6 (IL6) product offering. Building secure software requires robust delivery and management processes, with the ability to quickly detect and fix issues, discover new vulnerabilities, and deploy …

googleresearch

Datasets at your fingertips in Google Search

Posted by Natasha Noy, Research Scientist, and Omar Benjelloun, Software Engineer, Google Research Access to datasets is critical to many of today’s endeavors across verticals and industries, whether scientific research, business analysis, or public policy. In the scientific community and throughout various levels of the public sector, reproducibility and transparency are essential for progress, so …

2122

Extract non-PHI data from Amazon HealthLake, reduce complexity, and increase cost efficiency with Amazon Athena and Amazon SageMaker Canvas

In today’s highly competitive market, performing data analytics using machine learning (ML) models has become a necessity for organizations. It enables them to unlock the value of their data, identify trends, patterns, and predictions, and differentiate themselves from their competitors. For example, in the healthcare industry, ML-driven analytics can be used for diagnostic assistance and …

Generative AI at GTC: Dozens of Sessions to Feature Luminaries Speaking on Tech’s Hottest Topic

As the meteoric rise of ChatGPT demonstrates, generative AI can unlock enormous potential for companies, teams and individuals.  Whether simplifying time-consuming tasks or accelerating 3D workflows to boost creativity and productivity, generative AI is already making an impact across industries — and there’s much more to come. How generative AI is paving the way for …

Predicting city traffic using a machine learning model

A new machine learning model can predict traffic activity in different zones of cities. To do so, a Complexity Science Hub researcher used data from a main car-sharing company in Italy as a proxy for overall city traffic. Understanding how different urban zones interact can help avoid traffic jams, for example, and enable targeted responses …