AWS News Blog
Category: Amazon Machine Learning
New – Amazon SageMaker Clarify Detects Bias and Increases the Transparency of Machine Learning Models
Today, I’m extremely happy to announce Amazon SageMaker Clarify, a new capability of Amazon SageMaker that helps customers detect bias in machine learning (ML) models, and increase transparency by helping explain model behavior to stakeholders and customers. As ML models are built by training algorithms that learn statistical patterns present in datasets, several questions immediately […]
New – Profile Your Machine Learning Training Jobs With Amazon SageMaker Debugger
Today, I’m extremely happy to announce that Amazon SageMaker Debugger can now profile machine learning models, making it much easier to identify and fix training issues caused by hardware resource usage. Despite its impressive performance on a wide range of business problems, machine learning (ML) remains a bit of a mysterious topic. Getting things right […]
New – Data Parallelism Library in Amazon SageMaker Simplifies Training on Large Datasets
Today, I’m particularly happy to announce that Amazon SageMaker now supports a new data parallelism library that makes it easier to train models on datasets that may be as large as hundreds or thousands of gigabytes. As data sets and models grow larger and more sophisticated, machine learning (ML) practitioners working on large distributed training […]
Amazon SageMaker Simplifies Training Deep Learning Models With Billions of Parameters
Today, I’m extremely happy to announce that Amazon SageMaker simplifies the training of very large deep learning models that were previously difficult to train due to hardware limitations. In the last 10 years, a subset of machine learning named deep learning (DL) has taken the world by storm. Based on neural networks, DL algorithms have […]
re:Invent 2020 Liveblog: Machine Learning Keynote
AWS Chief Evangelist Jeff Barr and Developer Advocates Martin Beeby and Steve Roberts liveblogged the first-ever Machine Learning Keynote. Swami Sivasubramanian, VP of Amazon Machine Learning shared the latest developments and launches in Amazon ML/AI, as well as demos of new technology, and insights from customers. Read the Machine Learning Keynote recap below. You can […]
AWS re:Invent 2020 – Top Announcements
Below are the major 2020 re:Invent launch and preview announcements covered by our dedicated team of AWS News bloggers / developer advocates from around the globe. For a complete overview of all re:Invent 2020 launches, see the full list here. Plus, don’t miss our liveblog recaps of all the re:Invent 2020 keynotes: Andy Jassy’s Keynote […]
AWS Panorama Appliance: Bringing Computer Vision Applications to the Edge
At AWS re:Invent today, we gave a preview of the AWS Panorama Appliance. Also, we announced the AWS Panorama SDK is coming soon. These allow organizations to bring computer vision to their on-premises cameras and make automated predictions with high accuracy and low latency. Over the past couple of decades, computer vision has gone from […]
AWS announces AWS Contact Center Intelligence solutions
What was announced? We’re announcing the availability of AWS Contact Center Intelligence (CCI) solutions, a combination of services that empowers customers to easily integrate AI into contact centers, made available through AWS Partner Network (APN) partners. AWS CCI has solutions for self-service, live-call analytics & agent assist, and post-call analytics, making it possible for customers […]