The importance of governance: What we’re learning from AI advances in 2022

4 years ago

Over the last week, millions of people around the world have interacted with OpenAI’s ChatGPT, which represents a significant advance…

How data, AI and automation can transform the enterprise

4 years ago

Today’s data leaders are expected to make organizations run more efficiently, improve business value, and foster innovation. Their role has…

Accelerating Text Generation with Confident Adaptive Language Modeling (CALM)

4 years ago

Posted by Tal Schuster, Research Scientist, Google Research Language models (LMs) are the driving force behind many recent breakthroughs in…

New performance improvements in Amazon SageMaker model parallel library

4 years ago

Foundation models are large deep learning models trained on a vast quantity of data at scale. They can be further…

Next generation Amazon SageMaker Experiments – Organize, track, and compare your machine learning trainings at scale

4 years ago

Today, we’re happy to announce updates to our Amazon SageMaker Experiments capability of Amazon SageMaker that lets you organize, track, compare…

Introducing Fortuna: A library for uncertainty quantification

4 years ago

Proper estimation of predictive uncertainty is fundamental in applications that involve critical decisions. Uncertainty can be used to assess the…

Best practices for Amazon SageMaker Training Managed Warm Pools

4 years ago

Amazon SageMaker Training Managed Warm Pools gives you the flexibility to opt in to reuse and hold on to the…

How to evaluate the quality of the synthetic data – measuring from the perspective of fidelity, utility, and privacy

4 years ago

In an increasingly data-centric world, enterprises must focus on gathering both valuable physical information and generating the information that they…

Augment fraud transactions using synthetic data in Amazon SageMaker

4 years ago

Developing and training successful machine learning (ML) fraud models requires access to large amounts of high-quality data. Sourcing this data…

Speech AI Year in Review

4 years ago

Almost anywhere you looked, AI-based speech technologies continued to blossom in 2022, from increased interest measured in Google Trends, to…