Tutorial

Introduction¶ Data plays a crucial role in the training of machine learning models. However, not all data is equally important for model training. Amazon SageMaker, a fully managed machine learning service, is introducing a new feature called “Smart Sifting.” Smart sifting allows you to utilize your live model during training to analyze incoming data samples …

Guide to Smart Sifting of Data for Amazon SageMaker Model Training Read More »

Artificial Intelligence (AI) has the potential to revolutionize industries and transform the way we live and work. However, with great power comes great responsibility. As AI becomes increasingly integrated into our daily lives, it is crucial that we ensure its ethical and responsible use. To address these concerns, Amazon Web Services (AWS) is proud to …

The Importance of Responsible AI Read More »

With the ever-growing advancements in Machine Learning (ML), deploying ML models has become an essential part of many businesses. Amazon SageMaker has emerged as a popular platform for deploying and managing ML models easily. In its continuous pursuit of improving user experience and optimizing performance, Amazon SageMaker has recently introduced new inference capabilities. These capabilities …

Amazon SageMaker: Reducing Costs and Latency with New Inference Capabilities Read More »

Introduction¶ In a recent announcement, AWS introduced OR1 for the Amazon OpenSearch Service. This new feature brings a rearchitected storage system to managed clusters on OpenSearch. By leveraging Amazon S3 and other cloud technologies, OR1 offers increased durability and improved price-performance ratios. In this guide, we will explore the technical details of OR1 and how …

AWS announces OR1 for Amazon OpenSearch Service Read More »

Introduction¶ Training machine learning models, especially for complex tasks such as financial modeling (FM), can be time-consuming and resource-intensive. Many organizations rely on graphics processing units (GPU) or Trainium-based instances to train their own FMs. While these instances offer cost-efficiency, the increasing complexity of training models, including the larger volumes of data and size of …

Announcing Amazon SageMaker HyperPod Read More »

Anthropic’s Claude 2.1 foundation model is a state-of-the-art AI model that is now available in Amazon Bedrock. This guide article aims to provide a comprehensive overview of Claude 2.1, its key capabilities, and the benefits it offers to enterprises. We will also explore the features of Amazon Bedrock and how it provides an easy and …

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Publication Date: September 2022 In this guide, we will explore the Llama 2 70B model developed by Meta and its availability in Amazon Bedrock. We will delve into the numerous benefits of utilizing this model for generative AI applications, its suitability for large-scale tasks such as language modeling, text generation, and dialogue systems, and how …

The Llama 2 70B Model from Meta: A Comprehensive Guide to Amazon Bedrock Integration Read More »

Note: This guide article provides an in-depth overview of AWS Clean Rooms ML, focusing on its features, benefits, and technical aspects. It includes additional relevant and interesting points and is written in Markdown format. Introduction¶ In today’s data-driven world, machine learning (ML) models have become an integral part of numerous businesses. However, working with partners …

AWS Clean Rooms ML: A Complete Guide Read More »

In today’s digital era, contact centers play a critical role in providing exceptional customer service. To meet the ever-increasing expectations of customers, businesses need to leverage advanced technologies that enhance their contact center operations. Amazon Connect Contact Lens, a powerful tool developed by Amazon, revolutionizes the way contact centers operate by introducing real-time conversational analytics …

Amazon Connect Contact Lens: Real-Time Conversational Analytics for Chat Read More »

Amazon EC2 R8g instances are the latest addition to the Amazon Elastic Compute Cloud (EC2) family. These instances are powered by the revolutionary AWS Graviton4 processors, which have been custom-designed by Amazon Web Services (AWS). The R8g instances are part of the memory-optimized category and offer significant performance improvements over their predecessors, the R7g instances. …

Introduction Read More »