Tag: Jeff Barr

There are more applications today for deep learning than ever before. Natural language processing, recommendation systems, image recognition, video recognition, and more can all benefit from high-quality, well-trained models. The process of building such a model is iterative: construct an initial model, train it on the ground truth data, do some test inferences, refine the model and repeat. Deep learning models contain many layers (hence the name), each of which transforms outputs of the previous layer. The training process is math and processor intensive, and places demands on just about every part of the systems used for training including the GPU or other training accelerator, the network, and local or network storage. This sophistication and complexity increases training time and…

Back in 2019 I told you about AWS Data Exchange and showed you how to Find, Subscribe To, and Use Data Products. Today, you can choose from over 3600 data products in ten categories: In my introductory post I showed you how could subscribe to data products and then download the data sets into an Amazon Simple Storage Service (Amazon S3) bucket. I then suggested various options for further processing, including AWS Lambda functions, a AWS Glue crawler, or an Amazon Athena query. Today we are making it even easier for you to find, subscribe to, and use third-party data with the introduction of AWS Data Exchange for Amazon Redshift. As a subscriber, you can directly use data from providers…

Making sense of business data so that you can get value out of it is worthwhile yet still challenging. Even though the term Business Intelligence (BI) has been around since the mid-1800s (according to Wikipedia) adoption of contemporary BI tools within enterprises is still fairly low. Amazon QuickSight was designed to make it easier for you to put BI to work in your organization. Announced in 2015 and launched in 2016, QuickSight is a scalable BI service built for the cloud. Since that 2016 launch, we have added many new features, including geospatial visualization and private VPC access in 2017, pay-per-session pricing in 2018, additional APIs (data, dashboard, SPICE, and permissions in 2019), embedded authoring of dashboards & support for…

Long-time readers of this blog know that I firmly believe in the power of education to improve lives. AWS Training and Certification equips people and organizations around the world with cloud computing education to build and validate cloud computing skills. With demand for cloud skills and experience at an all-time high, there’s never been a better time to get started. On the training side you have a multitude of options for classroom and digital training, including offerings from AWS Training Partners. After you have been trained and have gained some experience, you can prepare for, schedule, and earn one or more of the eleven AWS Certifications. I encourage you to spend some time watching our new AWS Cloud Builder Career…