Category: Amazon SageMaker

Data fuels machine learning. In machine learning, data preparation is the process of transforming raw data into a format that is suitable for further processing and analysis. The common process for data preparation starts with collecting data, then cleaning it, labeling it, and finally validating and visualizing it. Getting the data right with high quality […]

As companies increasingly adopt machine learning (ML) for their business applications, they are looking for ways to improve governance of their ML projects with simplified access control and enhanced visibility across the ML lifecycle. A common challenge in that effort is managing the right set of user permissions across different groups and ML activities. For […]

You use map apps every day to find your favorite restaurant or travel the fastest route using geospatial data. There are two types of geospatial data: vector data that uses two-dimensional geometries such as a building location (points), roads (lines), or land boundary (polygons), and raster data such as satellite and aerial images. Last year, […]

Today, I’m excited to announce a new, redesigned user interface (UI) for Amazon SageMaker Studio. SageMaker Studio provides a single, web-based visual interface where you can perform all machine learning (ML) development steps with a comprehensive set of ML tools. For example, you can prepare data using SageMaker Data Wrangler, build ML models with fully […]

It’s now just two weeks to AWS re:Invent in Las Vegas, and the pace is picking up, both here on the News Blog, and throughout AWS as everyone get ready for the big event! I hope you get the chance to join us, and have shared links and other information at the bottom of this […]

No tricks, just treats in this weekly roundup of news and announcements. Let’s switch our AWS Management Console into dark mode and dive right into it. Last Week’s Launches Here are some launches that got my attention during the previous week: AWS Local Zones in Hamburg and Warsaw now generally available – AWS Local Zones help […]

This post is part of our Week in Review series. Check back each week for a quick roundup of interesting news and announcements from AWS! I had an amazing start to the week last week as I was speaking at the AWS Community Day NL. This event had 500 attendees and over 70 speakers, and […]

This post is part of our Week in Review series. Check back each week for a quick roundup of interesting news and announcements from AWS! A new week and a new month just started. Curious which were the most significant AWS news from the previous seven days? I got you covered with this post. Last […]