A Technology Broker and Management Company Specializing in KM Systems
Favorite Posted by Yundi Qian, Software Engineer, Google Research and Mircea Trofin, Software Engineer, Google Core The question of how to compile faster and smaller code arose together with the birth of modem computers. Better code optimization can significantly reduce the operational cost of large datacenter applications. The size of
Read More
Shared by Google AI Technology July 6, 2022
Favorite If you use the default lifecycle configuration for your domain or user profile in Amazon SageMaker Studio and use Amazon SageMaker Data Wrangler for data preparation, then this post is for you. In this post, we show how you can create a Data Wrangler flow and use it for
Read More
Shared by AWS Machine Learning July 5, 2022
Favorite As long as Knowledge Management involves face-to-face or virtual interactions between teams and individuals, Facilitation has a key role to play. Good facilitation is essential to effective face-to-face KM processes. Effectively identifying and exchanging knowledge in a meeting requires high quality interactions between people. These interactions need to be
Read More
Shared by Nick Milton July 4, 2022
Favorite In part 1 of this series, we demonstrated how to resolve an Amazon SageMaker Studio presigned URL from a corporate network using Amazon private VPC endpoints without traversing the internet. In this post, we will continue to build on top of the previous solution to demonstrate how to build a
Read More Shared by AWS Machine Learning June 30, 2022
Favorite You can access Amazon SageMaker Studio notebooks from the Amazon SageMaker console via AWS Identity and Access Management (IAM) authenticated federation from your identity provider (IdP), such as Okta. When a Studio user opens the notebook link, Studio validates the federated user’s IAM policy to authorize access, and generates
Read More Shared by AWS Machine Learning June 30, 2022
Favorite Posted by Dan Walker and Dan Liebling, Software Engineers, Google Research People don’t write in the same way that they speak. Written language is controlled and deliberate, whereas transcripts of spontaneous speech (like interviews) are hard to read because speech is disorganized and less fluent. One aspect that makes
Read More Shared by Google AI Technology June 30, 2022
Favorite Posted by Ethan Dyer and Guy Gur-Ari, Research Scientists, Google Research, Blueshift Team Language models have demonstrated remarkable performance on a variety of natural language tasks — indeed, a general lesson from many works, including BERT, GPT-3, Gopher, and PaLM, has been that neural networks trained on diverse data at
Read More Shared by Google AI Technology June 30, 2022
Favorite Five years ago, information designer Mahima Pushkarna joined Google to make data easier to understand. As a senior interaction designer on the People + AI Research (PAIR) team, she designed Data Cards to help everyone better understand the contexts of the data they are using. The Data Cards Playbook
Read More Shared by Google AI Technology June 30, 2022
Favorite With the growth in adoption of online applications and the rising number of internet users, digital fraud is on the rise year over year. Amazon Fraud Detector provides a fully managed service to help you better identify potentially fraudulent online activities using advanced machine learning (ML) techniques, and more
Read More Shared by AWS Machine Learning June 29, 2022
Favorite Large attention-based transformer models have obtained massive gains on natural language processing (NLP). However, training these gigantic networks from scratch requires a tremendous amount of data and compute. For smaller NLP datasets, a simple yet effective strategy is to use a pre-trained transformer, usually trained in an unsupervised fashion
Read More Shared by AWS Machine Learning June 29, 2022