Instruction fine-tuning for FLAN T5 XL with Amazon SageMaker Jumpstart

Generative AI is in the midst of a period of stunning growth. Increasingly capable foundation models are being released continuously, with large language models (LLMs) being one of the most visible model classes. LLMs are models composed of billions of parameters trained on extensive corpora of text, up to hundreds of billions or even a […]

Simplify AWS Glue job orchestration and monitoring with Amazon MWAA

Organizations across all industries have complex data processing requirements for their analytical use cases across different analytics systems, such as data lakes on AWS, data warehouses (Amazon Redshift), search (Amazon OpenSearch Service), NoSQL (Amazon DynamoDB), machine learning (Amazon SageMaker), and more. Analytics professionals are tasked with deriving value from data stored in these distributed systems […]

Dive deep into AWS Glue 4.0 for Apache Spark

Deriving insight from data is hard. It’s even harder when your organization is dealing with silos that impede data access across different data stores. Seamless data integration is a key requirement in a modern data architecture to break down data silos. AWS Glue is a serverless data integration service that makes data preparation simpler, faster, […]

What’s new with Amazon MWAA support for startup scripts

Amazon Managed Workflow for Apache Airflow (Amazon MWAA) is a managed service for Apache Airflow that lets you use the same familiar Apache Airflow environment to orchestrate your workflows and enjoy improved scalability, availability, and security without the operational burden of having to manage the underlying infrastructure. In April 2023, Amazon MWAA added support for […]

Announcing the updated Microsoft SharePoint connector (V2.0) for Amazon Kendra

Amazon Kendra is a highly accurate and simple-to-use intelligent search service powered by machine learning (ML). Amazon Kendra offers a suite of data source connectors to simplify the process of ingesting and indexing your content, wherever it resides. Valuable data in organizations is stored in both structured and unstructured repositories. Amazon Kendra can pull together […]

jQuery lives on; major changes teased

#​639 — May 18, 2023 Read on the Web JavaScript Weekly Bun’s New Bundler: 220x Faster than webpack? — Bun is one of the newest JavaScript runtimes (built atop the JavaScriptCore engine) and focuses on speed while aiming to be a drop-in replacement for Node.js. This week’s v0.6.0 release is the ‘biggest release yet’ with […]

Stream data with Amazon MSK Connect using an open-source JDBC connector

Customers are adopting Amazon Managed Service for Apache Kafka (Amazon MSK) as a fast and reliable streaming platform to build their enterprise data hub. In addition to streaming capabilities, setting up Amazon MSK enables organizations to use a pub/sub model for data distribution with loosely coupled and independent components. To publish and distribute the data […]

Prepare training and validation dataset for facies classification using Snowflake integration and train using Amazon SageMaker Canvas

This post is co-written with Thatcher Thornberry from bpx energy.  Facies classification is the process of segmenting lithologic formations from geologic data at the wellbore location. During drilling, wireline logs are obtained, which have depth-dependent geologic information. Geologists are deployed to analyze this log data and determine depth ranges for potential facies of interest from […]

Pin It on Pinterest

Generated by Feedzy