AWS Machine Learning

NOVEMBER 16, 2022

In this post, we discuss some of the newer cross-account features to Amazon SageMaker that allow you to better share and manage model groups as well as manage model versions. Amazon Elastic Container Registry (Amazon ECR) is optional; it’s only required if your model requires its own environment. Define cross-account policies.

Policies 83

Policies Training Resources Groups 83

AWS Machine Learning

JANUARY 5, 2024

BYOC involves containerizing the algorithm and registering the image in Amazon Elastic Container Registry (Amazon ECR) , and then using the same image to create a container to do training and inference. He holds the AWS AI/ML Specialty certification and authors technical blogs on AI/ML services and solutions.

Data 114

Data Management Effort Score Training 114

AWS Machine Learning

JANUARY 26, 2024

Consider inserting AWS Web Application Firewall (AWS WAF) in front to protect web applications and APIs from malicious bots , SQL injection attacks, cross-site scripting (XSS), and account takeovers with Fraud Control.

Government 126

Government Training Data Policies 126

AWS Machine Learning

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. In the following sections, we discuss the key capabilities of the platform enabled by AWS services, including SageMaker, AWS Service Catalog , CloudWatch, AWS Lambda , Amazon Elastic Container Registry (Amazon ECR), Amazon S3, AWS Identity and Access Management (IAM), and others.

Healthcare 92

Healthcare Government Innovation Training 92

AWS Machine Learning

MARCH 15, 2024

This is a guest blog post written by Nitin Kumar, a Lead Data Scientist at T and T Consulting Services, Inc. It also takes away potential high-level compute challenges with on-premises hardware with Amazon Elastic Compute Cloud (Amazon EC2) resources.

Policies 102

Policies Data Hospitality Healthcare 102

AWS Machine Learning

APRIL 29, 2024

This blog post is co-written with Pradeep Prabhakaran from Cohere. Each model can be deployed on Amazon Elastic Compute Cloud (EC2) P5 instances powered by NVIDIA H100 Tensor Core GPUs (p5.48xlarge) and Amazon EC2 P4de instances powered by NVIDIA A100 Tensor Core GPUs (ml.p4de.24xlarge).

Tools 78

Tools Examples Resources Interaction 78

AWS Machine Learning

SEPTEMBER 29, 2023

The number of neighbors, a parameter greatly affecting the estimator’s performance, is tuned using cross-validation in KNN cross-validation. Model training After the data has been downloaded with the Planet Python client, the segmentation model can be trained.

Data 115

Data Effort Score Analysis Training 115