AI News by La Forge
1,203 articles
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2018-11-26 aws.amazon.com 1,055 MachineLearning AI DeepLearning artificialintelligence bigdata
Today, I’m excited to share that, for the first time, the same machine learning courses used to train engineers at Amazon are now arevailable to all developers through AWS. We’ve been using machine learning across Amazon for more than 20 years. With thousands of engineers focused on machine learning across the company, there are very […]2017-10-30 aws.amazon.com 677
2018-11-21 aws.amazon.com 608 Autoscaling
When I look back on the history of AWS and think about the launches that truly signify the fundamentally dynamic, on-demand nature of the cloud, two stand out in my memory: the launch of Amazon EC2 in 2006 and the concurrent launch of CloudWatch Metrics, Auto Scaling, and Elastic Load Balancing in 2009. The first […]
2019-01-10 aws.amazon.com 435 aws
2019-04-06 aws.amazon.com 305
In this tutorial, you will train a TensorFlow machine learning model on an Amazon EC2 instance using the AWS Deep Learning Containers.
2017-10-20 aws.amazon.com 291
This is a guest post by Roland Schemers, CTO of Astro Technology, Inc. Astro, in their own words, “creates modern email apps for Mac, iOS and Android, powered by artificial intelligence, built for people and teams. With Astrobot Voice, an in-app email voice assistant, you can now read, manage, and reply to emails without leaving Astro’s […]2019-09-05 aws.amazon.com 269 AI
AWS Innovate is a virtual event around machine learning and AI for developers and data scientists. Join Amazon Web Services experts online on October 17 2019.
2018-01-03 aws.amazon.com 233
Imagine, for a moment, that you discover an irregular mole on yourself. Whereas nowadays you still need to take time to schedule a dermatological appointment and then wait weeks to get your test results, Caltech Professor Pietro Perona is eagerly awaiting the day when you can snap a picture of the mole with your smartphone and then learn instantaneously if it’s dangerous or not. And he should know. As the co-creator, with Cornell Tech Professor Serge Belongie, of the AI and machine learning-ba[...]2019-12-03 aws.amazon.com 232 reInvent
Today, we’re extremely happy to launch Amazon SageMaker Studio, the first fully integrated development environment (IDE) for machine learning (ML). We have come a long way since we launched Amazon SageMaker in 2017, and it is shown in the growing number of customers using the service. However, the ML development workflow is still very iterative, […]
2019-02-11 aws.amazon.com 225
2017-10-20 aws.amazon.com 223
Read the NASA customer case study, powered by the AWS cloud. AWS provides cloud computing services to hundreds of thousands of companies.2019-12-20 aws.amazon.com 209
Discover how machine learning is used in education through case studies, blog posts, and stories from higher education, K12, and EdTech institutions running on AWS.
2019-12-02 aws.amazon.com 173
Today, we’re extremely happy to announce , the world’s first machine learning-enabled musical keyboard. Yes, you read that right. Machine learning (ML) requires quite a bit of math, computer science, code, and infrastructure. These topics are exceedingly important but to a lot of aspiring ML developers, they look overwhelming and sometimes, dare I say it, […]
2020-05-27 aws.amazon.com 172
At re:Invent 2019, AWS shared the fastest training times on the cloud for two popular machine learning (ML) models: BERT (natural language processing) and Mask-RCNN (object detection). To train BERT in 1 hour, we efficiently scaled out to 2,048 NVIDIA V100 GPUs by improving the underlying infrastructure, network, and ML framework. Today, we’re open-sourcing the optimized training code for […]2017-11-27 aws.amazon.com 151
We are excited to announce the AWS Machine Learning Research Awards, a new program that funds university departments, faculty, PhD students, and post-docs that are conducting novel research in machine learning (ML). We are working with Carnegie Mellon University, California Institute of Technology (Caltech), Harvard Medical School, The University of Washington, and the University of […]
2020-11-02 aws.amazon.com 149
The Amazon EC2 team has been providing our customers with GPU-equipped instances for nearly a decade. The first-generation Cluster GPU instances were launched in late 2010, followed by the G2 (2013), P2 (2016), P3 (2017), G3 (2017), P3dn (2018), and G4 (2019) instances. Each successive generation incorporates increasingly-capable GPUs, along with enough CPU power, memory, […]
2020-10-30 aws.amazon.com 140
There have been breakthroughs in understanding COVID-19, such as how soon an exposed person will develop symptoms and how many people on average will contract the disease after contact with an exposed individual. The wider research community is actively working on accurately predicting the percent population who are exposed, recovered, or have built immunity. Researchers […]
2018-11-28 aws.amazon.com 140 GPU
One of the reasons for the recent progress of Artificial Intelligence and Deep Learning is the fantastic computing capabilities of Graphics Processing Units (GPU). About ten years ago, researchers learned how to harness their massive hardware parallelism for Machine Learning and High Performance Computing: curious minds will enjoy the seminal paper (PDF) published in 2009 […]