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Favorite The Linux Foundation, Unified Patents and Electronic Frontier Foundation hosted a webinar this week to give an overview of the serious issue of patent trolls and the recent proposal from the United States Patent and Trademark Office (USPTO) to change the current rules for protecting and defending Open Source
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Shared by voicesofopensource June 9, 2023
Favorite Amazon Personalize now enables popularity tuning for its Similar-Items recipe (aws-similar-items). Similar-Items generates recommendations that are similar to the item that a user selects, helping users discover new items in your catalog based on the previous behavior of all users and item metadata. Previously, this capability was only available
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Shared by AWS Machine Learning June 9, 2023
Favorite Customers expect quick and efficient service from businesses in today’s fast-paced world. But providing excellent customer service can be significantly challenging when the volume of inquiries outpaces the human resources employed to address them. However, businesses can meet this challenge while providing personalized and efficient customer service with the
Read More Shared by AWS Machine Learning June 9, 2023
Favorite Data scientists need a consistent and reproducible environment for machine learning (ML) and data science workloads that enables managing dependencies and is secure. AWS Deep Learning Containers already provides pre-built Docker images for training and serving models in common frameworks such as TensorFlow, PyTorch, and MXNet. To improve this
Read More Shared by AWS Machine Learning June 9, 2023
Favorite Today Google released released the Secure AI Framework to help collaboratively secure AI technology. View Original Source (blog.google/technology/ai/) Here.
Favorite This blog post is co-written with Dr. Ebtesam Almazrouei, Executive Director–Acting Chief AI Researcher of the AI-Cross Center Unit and Project Lead for LLM Projects at TII. United Arab Emirate’s (UAE) Technology Innovation Institute (TII), the applied research pillar of Abu Dhabi’s Advanced Technology Research Council, has launched Falcon
Read More Shared by AWS Machine Learning June 8, 2023
Favorite Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. Amazon Textract has a Tables feature within the AnalyzeDocument API that offers the ability to automatically extract tabular structures from any document. In this post, we discuss the improvements
Read More Shared by AWS Machine Learning June 8, 2023
Favorite Amazon Lex is excited to announce Test Workbench, a new bot testing solution that provides tools to simplify and automate the bot testing process. During bot development, testing is the phase where developers check whether a bot meets the specific requirements, needs and expectations by identifying errors, defects, or
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Favorite You can now retrain machine learning (ML) models and automate batch prediction workflows with updated datasets in Amazon SageMaker Canvas, thereby making it easier to constantly learn and improve the model performance and drive efficiency. An ML model’s effectiveness depends on the quality and relevance of the data it’s
Read More Shared by AWS Machine Learning June 8, 2023
Favorite Training large language models (LLMs) with billions of parameters can be challenging. In addition to designing the model architecture, researchers need to set up state-of-the-art training techniques for distributed training like mixed precision support, gradient accumulation, and checkpointing. With large models, the training setup is even more challenging because
Read More Shared by AWS Machine Learning June 8, 2023