Ten new visual transforms in AWS Glue Studio

AWS Glue Studio is a graphical interface that makes it easy to create, run, and monitor extract, transform, and load (ETL) jobs in AWS Glue. It allows you to visually compose data transformation workflows using nodes that represent different data handling steps, which later are converted automatically into code to run. AWS Glue Studio recently […]

Accelerate protein structure prediction with the ESMFold language model on Amazon SageMaker

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. In contrast, recently-developed computational methods can […]

Use SAML Identities for programmatic access to Amazon OpenSearch Service

Customers of Amazon OpenSearch Service can now use Security Assertion Markup Language (SAML) to access OpenSearch Dashboards, a service component of OpenSearch Service. You can use OpenSearch Dashboards, another service component of OpenSearch Service. to discover, explore, and analyze data that is stored in OpenSearch. This post outlines two methods by which programmatic users can […]

Host ML models on Amazon SageMaker using Triton: Python backend

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 (SLAs) in terms of latency and […]

6 Ways to Optimize the Performance of Vue.js Applications

When it comes to modern websites and web applications, fast speeds are essential to provide a great user experience and to avoid high exit rates due to slow loading times. Is your web interface or one-page application built using Vue.js? Have you recently run a web performance assessment and are concerned about the results? Are […]

New scatter plot options in Amazon QuickSight to visualize your data

Are you looking to understand the relationships between two numerical variables? Scatter plots are a powerful visual type that allow you to identify patterns, outliers, and strength of relationships between variables. In this post, we walk you through the newly launched scatter plot features in Amazon QuickSight, which will help you take your correlation analysis […]

Host ML models on Amazon SageMaker using Triton: TensorRT models

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 how to host and optimize these […]

Securing MLflow in AWS: Fine-grained access control with AWS native services

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 open-source platform for managing ML workflows. […]

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