Tag Archives for " aws "

SageMaker lifecycle configuration time constraints

Published May 17, 2019 in data - 0 Comments

Creating AWS SageMaker Lifecycle configuration scripts to customize notebook instances beats installing packages and making other environment changes in notebook instances. One advantage is that the customization code doesn’t need to be copied from notebook to notebook. Another is that the lifecycle configurations are managed outside of and separately from notebook instances, and can be […]

Tags: aws , python

New EC2 launch template version

Published January 8, 2019 in devops - 0 Comments

The AWS web console is not always intuitive to navigate and the documentation can be opaque. I recently had to edit an EC2 launch template, which is only possible by creating a new version and then making the new version the default used by the autoscale group. Here are the steps to create a new […]

Tags: aws

Attach to existing SageMaker job

Published July 30, 2018 in data - 0 Comments

The AWS SageMaker ntm_20newsgroups_topic_model example notebook is a simple to follow introduction to SageMaker’s pre-packaged Natural Language Processing (NLP) tools. The notebook demonstrates how to use the Neural Topic Model (NTM) algorithm to extract a set of topics from a sample usenet newsgroups dataset and visualize as word clouds. It also contains code demonstrating how […]