Favorite Amazon Textract now supports Amazon Virtual Private Cloud (Amazon VPC) endpoints via AWS PrivateLink so you can securely initiate API calls to Amazon Textract from within your VPC and avoid using the public internet. In this post, we show you how to access Amazon Textract APIs from within your
Favorite Distributed training of large deep learning models has become an indispensable way of model training for computer vision (CV) and natural language processing (NLP) applications. Open source frameworks such as Horovod provide distributed training support to Apache MXNet, PyTorch, and TensorFlow. Converting your non-distributed Apache MXNet training script to
Favorite We’re excited to announce the top 10 compositions and the winner of the AWS DeepComposer Chartbusters Spin the Model challenge. AWS DeepComposer provides a creative and hands-on experience for learning generative AI and machine learning. Chartbusters is a global monthly challenge where you can use AWS DeepComposer to create
Favorite For several years, the Google Flood Forecasting Initiative has been working with governments to develop systems that predict when and where flooding will occur—and keep people safe and informed. Much of this work is centered on India, where floods are a serious risk for hundreds of millions of people.
Favorite If the culture of your organisation makes Knowledge Management difficult, what do you do? Seek to change the culture first? Or work your way around the different cultural elements? Change Alley sign by Matt Brown on Flickr Introducing KM not only involves introducing new roles, processes and technologies, it
Favorite Amazon Kendra is a highly accurate and easy-to-use enterprise search service powered by machine learning (ML). To get started with Amazon Kendra, we offer data source connectors to get your documents easily ingested and indexed. This post describes how to use Amazon Kendra’s SharePoint Online connector. To allow the
Favorite Every day there is something new going on in the world of AWS Machine Learning—from launches to new use cases to interactive trainings. We’re packaging some of the not-to-miss information from the ML Blog and beyond for easy perusing each month. Check back at the end of each month
Favorite Amazon Lex now provides the express testing capability on the AWS Management Console to expedite building your chatbot. You can start testing your bot soon after you initiate the build process without having to wait for the entire build to complete. You can use the new testing option to
Favorite AWS is excited to announce the winner of the first AWS DeepComposer Chartbusters Challenge, Catherine Chui. AWS DeepComposer gives developers a creative way to get started with machine learning (ML). To make the learning more fun, in June 2020 we launched the Chartbusters Challenge, a competition where developers use
Favorite Many Knowledge Management initiatives fail to get going. Others succeed initially, yet fail once the KM implementation team is removed. And yet some are sustained for the long term, with KM becoming “part of the way we work”. What do these organisations do differently? Chart from the Knoco KM