November 2023

Introduction

In an exciting development, Amazon Q is introducing its feature development capability in Amazon CodeCatalyst, allowing developers to leverage Q’s sophisticated features for code conversion and pull requests. With this new capability, developers can assign a CodeCatalyst issue to Amazon Q, which will intelligently convert a human prompt into an actionable plan, make necessary code …

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Amazon Connect: A Comprehensive Guide to the No-Code UI Builder

Introduction¶ In this era of digital transformation, customer service plays a vital role in the success of any organization. Amazon Connect has emerged as a popular cloud-based contact center service that enables businesses to provide exceptional customer service experiences. To further enhance its capabilities, Amazon Connect has now introduced a revolutionary feature – the no-code …

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Accelerate Data Lake Queries with Amazon Athena and Amazon S3 Express One Zone

Introduction¶ Data lakes have become a popular choice for organizations to store and analyze massive amounts of data. Amazon Athena, a serverless interactive query service, allows users to analyze data directly from their data lakes in Amazon S3. However, as the size of data lakes grows, query performance can become a bottleneck. In this guide, …

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Fine-Tuning Meta Llama 2, Cohere Command Light, and Amazon Titan FMs in Amazon Bedrock

Introduction¶ Fine-tuning is an essential process for organizations with small, labeled datasets that want to specialize a model for a specific task. It allows for the adaptation of a model’s parameters, refining its knowledge and capabilities to make decisions within an organization’s context. In this guide, we will focus on the fine-tuning capabilities of three …

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Introduction to Amazon Q

Amazon Web Services (AWS) recently announced the preview of Amazon Q, a cutting-edge service that aims to revolutionize the way enterprises interact with their data. With over 40 built-in connectors to popular enterprise systems, Amazon Q offers a seamless, secure, and efficient solution for accessing and analyzing a vast range of data sources. In this …

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A Comprehensive Guide to Incremental Refresh for Materialized Views on data lake tables in Amazon Redshift

Introduction¶ Amazon Redshift, a fully-managed data warehousing service, has introduced an exciting new feature called incremental refresh for materialized views on data lake tables. Materialized views in Redshift serve as a valuable method to enhance query performance on large tables, particularly those involving aggregations and multi-table joins. With the addition of incremental refresh support, Redshift …

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Complete Guide to AWS HealthScribe

AWS HealthScribe is now available for general use, revolutionizing the way clinical notes are generated from consultation audio. With just a single API, AWS HealthScribe enables automatic generation of preliminary clinical notes for key sections of patient conversations. This guide will walk you through the various features and functionality of AWS HealthScribe, while also focusing …

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The Ultimate Guide to Amazon Redshift Serverless with AI-driven Scaling and Optimizations

Table of Contents Introduction Understanding Amazon Redshift Serverless AI-driven Scaling and Optimizations 3.1 Workload pattern learning 3.2 Tailored performance optimizations 3.3 Automatic capacity adjustments AI-enhanced Optimizations and Forecasting 4.1 Automatic materialized views 4.2 ML-enhanced sorting technique Setting Price-Performance Targets 5.1 The concept of price-performance slider 5.2 Optimizing cost with workload requirements Technical Considerations for SEO …

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Introduction

In today’s fast-paced and ever-changing digital landscape, it is imperative to have robust backup and restore mechanisms in place. AWS Backup is a powerful service offered by Amazon Web Services (AWS) that enables you to efficiently create, manage, and automate your backups across various AWS services. With the recent launch of support for restore testing, …

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