Category: Amazon SageMaker

In this article, we’ll show how to stand up an Exploratory Data Analysis (EDA) dashboard for business users using Amazon Web Services (AWS) with Streamlit. Streamlit is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python. In this tutorial, the EDA dashboard allows for quick end-to-end deployment […]

Over the past few years, fast.ai has become one of the most cutting-edge, open source, deep learning frameworks and the go-to choice for many machine learning use cases based on PyTorch. It has not only democratized deep learning and made it approachable to general audiences, but fast.ai has also become a role model on how […]

Machine learning (ML) and artificial intelligence (AI) adoption is growing at nearly 25 percent per year in a variety of businesses, which results in data scientists and engineers building more analytical models per person with similar levels of resources as last year. To keep up with such high demand, builders need to remove manual and […]

Customers on AWS deploy trained machine learning (ML) and deep learning (DL) models in production using Amazon SageMaker, and using other services such as AWS Lambda, AWS Fargate, AWS Elastic Beanstalk, and Amazon Elastic Compute Cloud (Amazon EC2) to name a few. Amazon SageMaker provides SDKs and a console-only workflow to deploy trained models, and […]

As the dust settles after another re:Invent closes, I wanted to put together a quick summary of all the open source-related announcements that happened in the run up to this year’s re:Invent and the week itself. If you are interested in open source in mobile web development, devops, containers, security, big data and data analytics, […]

Next Week! Amazon Linux Launch Event Join us for an interactive event and discover how you can innovate faster using AWS services for Amazon Linux. Senior product leaders from Amazon will announce new features, provide interactive demos, and AWS Chief Evangelist Jeff Barr will share his insights. Afterwards, join us for drinks to celebrate and […]

Open Source News from the AWS Summit San Francisco The AWS Summit in San Francisco on April 4th saw a slew of announcements, including some in open source: SAM Implementation is now open source! “In 2016, we launched SAM and opened up the SAM specification on this Github repo to invite collaborators. We’ve loved your […]

AWS Documentation is Now Open Source and On GitHub Earlier this year we made the AWS SDK developer guides available as GitHub repos (all found within the awsdocs organization) and invited interested parties to contribute changes and improvements in the form of pull requests. We have now added over 138 additional developer and user guides […]

A regular roundup of open source news from us that you might have missed. Instrumenting Web Apps Using AWS X-Ray A step-by-step walkthrough for enabling X-Ray tracing in the Go programming language. Use these steps to add X-Ray tracing to any distributed application. – AWS Devops blog Now available in Amazon SageMaker: DeepAR algorithm for […]

When we published our post on November 22nd about open source sessions and events coming up at re:Invent, there was a lot we couldn’t tell you – because it hadn’t yet been announced! And there were some exciting open source-related announcements at re:Invent, including FreeRTOS, EKS, Fargate, and SageMaker. Right after the announcements, new sessions […]