Generative Data Intelligence

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Use Snowflake as a data source to train ML models with Amazon SageMaker

Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and easily build and train ML...

Hosting YOLOv8 PyTorch models on Amazon SageMaker Endpoints

Deploying models at scale can be a cumbersome task for many data scientists and machine learning engineers. However, Amazon SageMaker endpoints provide a simple...

Four approaches to manage Python packages in Amazon SageMaker Studio notebooks

This post presents and compares options and recommended practices on how to manage Python packages and virtual environments in Amazon SageMaker Studio notebooks. A...

Managing Fonts in WordPress Block Themes

Fonts are a defining characteristic of the design of any site. That includes WordPress themes, where it’s common for theme developers to integrate a...

Accelerate hyperparameter grid search for sentiment analysis with BERT models using Weights & Biases, Amazon EKS, and TorchElastic

Financial market participants are faced with an overload of information that influences their decisions, and sentiment analysis stands out as a useful tool to...

Build a GNN-based real-time fraud detection solution using the Deep Graph Library without using external graph storage

Fraud detection is an important problem that has applications in financial services, social media, ecommerce, gaming, and other industries. This post presents an implementation...

Checkly Introduces Monitoring as Code Workflow, Enabled By a New CLI,…

Code, test, and deploy your entire monitoring setup with Checkly. “We’re thrilled to deliver our MaC workflow supporting Playwright and API...

Achieve high performance at scale for model serving using Amazon SageMaker multi-model endpoints with GPU

Amazon SageMaker multi-model endpoints (MMEs) provide a scalable and cost-effective way to deploy a large number of machine learning (ML) models. It gives you...

Week Ahead – Inflation issues sinking in

US Disinflation trends are struggling and now Wall Street will look to see if improving manufacturing and service activity will further fuel pricing pressures....

The SEC vs. Paxos: A deep dive into the implications of the lawsuit and its effects on stablecoins

Paxos faces SEC lawsuit over BUSDOn Feb. 13, the U.S. Securities and Exchange Commission (SEC) enforcement division issued a Wells notice to Paxos, ordering...

Implementing MLOps practices with Amazon SageMaker JumpStart pre-trained models

Amazon SageMaker JumpStart is the machine learning (ML) hub of SageMaker that offers over 350 built-in algorithms, pre-trained models, and pre-built solution templates to...

Configure an AWS DeepRacer environment for training and log analysis using the AWS CDK

This post is co-written by Zdenko Estok, Cloud Architect at Accenture and Sakar Selimcan, DeepRacer SME at Accenture. With the increasing use of artificial...

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