Amazon Web Services FeedCosine Similarity support in Amazon Elasticsearch Service Amazon Elasticsearch Service now supports cosine similarity distance metric with k-Nearest Neighbor (k-NN) to power your similarity search engine. Cosine similarity is used to measure similarities between two vectors, irrespective of their sizes and is most commonly used in information retrieval, image recognition, text similarity,…
Amazon Web Services FeedHow SNCF Réseau and Olexya migrated a Caffe2 vision pipeline to Managed Spot Training in Amazon SageMaker This blog post is co-written by guest authors from SNCF and Olexya. Transportation and logistics are fertile ground for machine learning (ML). In this post, we show how the French state-owned railway company Société Nationale…
Amazon Web Services FeedEnterprise-ready Kubeflow: Securing and scaling AI and machine learning pipelines with AWS Many AWS customers are building AI and machine learning pipelines on top of Amazon Elastic Kubernetes Service (Amazon EKS) using Kubeflow across many use cases, including computer vision, natural language understanding, speech translation, and financial modeling. In this post, we…
Amazon Web Services FeedBuilding a multilingual question and answer bot with Amazon Lex You can use Amazon Lex to build a question and answer chatbot. However, if you live in a non-English-speaking country or your business has global reach, you will want a multilingual bot to cater to all your users. This post describes how…
Amazon Web Services FeedAnnouncing new Amazon EC2 M6gd, C6gd, and R6gd instances powered by AWS Graviton2 processors Starting today, new general purpose Amazon EC2 M6gd, compute-optimized Amazon EC2 C6gd, and memory-optimized Amazon EC2 R6gd instances with local NVMe-based SSD block-level storage are now available. These instances are powered by AWS Graviton2 processors and deliver up to…
Amazon Web Services FeedBuilding a Self-Service, Secure, & Continually Compliant Environment on AWS Introduction If you’re an enterprise organization, especially in a highly regulated sector, you understand the struggle to innovate and drive change while maintaining your security and compliance posture. In particular, your banking customers’ expectations and needs are changing, and there is a…