Favorite Posted by Andrew Carroll, Product Lead, and Kishwar Shafin, Research Scientist, Genomics For decades, researchers worked together to assemble a complete copy of the molecular instructions for a human — a map of the human genome. The first draft was finished in 2000, but with several missing pieces. Even
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Shared by Google AI Technology May 10, 2023
Favorite Amazon SageMaker provides a number of options for users who are looking for a solution to host their machine learning (ML) models. Of these options, one of the key features that SageMaker provides is real-time inference. Real-time inference workloads can have varying levels of requirements and service level agreements
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Shared by AWS Machine Learning May 9, 2023
Favorite Healthcare data is complex and siloed, and exists in various formats. An estimated 80% of data within organizations is considered to be unstructured or “dark” data that is locked inside text, emails, PDFs, and scanned documents. This data is difficult to interpret or analyze programmatically and limits how organizations
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Shared by AWS Machine Learning May 9, 2023
Favorite Proteins drive many biological processes, such as enzyme activity, molecular transport, and cellular support. The three-dimensional structure of a protein provides insight into its function and how it interacts with other biomolecules. Experimental methods to determine protein structure, such as X-ray crystallography and NMR spectroscopy, are expensive and time-consuming.
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Shared by AWS Machine Learning May 9, 2023
Favorite Amazon SageMaker Serverless Inference allows you to serve model inference requests in real time without having to explicitly provision compute instances or configure scaling policies to handle traffic variations. You can let AWS handle the undifferentiated heavy lifting of managing the underlying infrastructure and save costs in the process.
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Shared by AWS Machine Learning May 9, 2023
Favorite Building a healthy Open Source community is much more than just choosing an Open Source license for the project. It involves creating a contributing guide, adopting a code of conduct, and establishing an open governance structure that allows all members to actively participate in and contribute to the project.
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Shared by voicesofopensource May 9, 2023
Favorite Your CEO comes to you and says “I like the idea of Knowledge Management, but you have to give me an ROI figure”. Is this a problem, or an opportunity? At first sight this is a problematic request, as the ROI for KM is notoriously difficult to predict. If
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Shared by Nick Milton May 9, 2023
Favorite Sometimes it can be very beneficial to use tools such as compilers that can modify and compile your models for optimal inference performance. In this post, we explore TensorRT and how to use it with Amazon SageMaker inference using NVIDIA Triton Inference Server. We explore how TensorRT works and
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Shared by AWS Machine Learning May 8, 2023
Favorite With Amazon SageMaker, you can manage the whole end-to-end machine learning (ML) lifecycle. It offers many native capabilities to help manage ML workflows aspects, such as experiment tracking, and model governance via the model registry. This post provides a solution tailored to customers that are already using MLflow, an
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Shared by AWS Machine Learning May 8, 2023
Favorite These startups are using AI to decarbonize buildings, create sustainable agriculture, protect biodiversity, and remove carbon from the atmosphere. View Original Source (blog.google/technology/ai/) Here.