Category "amazon-sagemaker"

CREATE MODEL with Redshift: Correlation

how can to see the correlations regarding the target column of the trained models? Is there an option in the Redshift query editor oder Sagemaker? Cheers

can one run sagemaker notebook code locally in visual studio code

The code below works fine in a sagemaker notebook in the cloud. Locally I also have aws credentials created via the aws cli. Personally, I do not like notebooks

Sagemaker charge from ListBucket

Looking at the breakdown of charges from AWS Sagemaker, I noticed only about 30% of total cost is from actually running the instances, surprisingly ~50 percent

Is there a way to configure the memory resources for Spark using Pyspark

I'm working on an ETL job with an SageMaker notebook that uses spark 2.4.0. After joining a couple of tables I keep getting the following errors: Update-- I was

sagemaker.estimator.Estimator containers eu-west-2

Looking at this, specifically: containers = {'us-west-2': '433757028032.dkr.ecr.us-west-2.amazonaws.com/xgboost:latest', 'us-east-1': '81128422977

How to specify number of workers in sagemaker?

sagemaker API let's you create model ( see sample below) , are there any paramters that we can pass , as environment variables that can specify number of worker

AWS SageMaker Pipelines not being triggered by EventBridge

I've created a new SageMaker pipeline using AWS Python SDK, and everything is working fine, I can trigger my pipeline and it works perfectly using the SDK with

Adding new line for image id to Crowd Elements Json output result

I'm creating an annotation-tool using the Crowd HTML Elements that let users annotate images with the bounding box format. The form looks like this:https://code

How to write if-else statements in a lifecycle configuration script

I have a sagemaker notebook instance having two jupyter notebook ipynb files. When I had one jupyter notebook, I was able to run it automatically with one lambd

Seaborn kdeplot works in local - gives error in amazon sagemaker

I am running the following straightforward code: sns.kdeplot(data=subset_data['VaribleA'],fill=True, color = "#FF0000" , linewidth=1, bw_method = 0.25) When I

Is there a way to stream cloudwatch logs while executing a Jenkins build

I'm trying to stream cloud watch logs in jenkins console output as and when my sagemaker processing job is executing. But unsure if there is a plugin for the sa

Is there a WebSocket command to execute the code blocks in a SageMaker notebook instance once there is a successful connection?

I have written a Lambda Function to start a SageMaker notebook instance, create a WebSocket connection, then execute the ipynb file inside the notebook instance

Best way to run 1000s of training jobs on sagemaker

I have thousands of training jobs that I want to run on sagemaker. Basically I have a list of hyperparameters and I want to train the model for all of those hyp

latest aws xgb image does not support reg:

The following code snippet is inspired by this. hyperparameters = { "max_depth":"5", "eta":"0.2", "gamma":"4", "min_child_weight

Pytorch models deployment to sagemaker

I have trained my yolov5 model, and have weights.pt, now I need to deploy it using sagemaker, for that I need to create an endpoint. I'm following this tutoriel

Objects Not Visible Within S3 Bucket for GroundTruth Labeling Job

I am currently creating a GroundTruth Labeling job, and am following the tutorial https://www.youtube.com/watch?v=_FPI6KjDlCI&t=210s I have created the same

how to debug invocation timeout error in sagemaker batch transform?

I am experimenting with sagemaker, using a container from list here , https://github.com/aws/deep-learning-containers/blob/master/available_images.md to run my

botocore.exceptions.ClientError: An error occurred (ValidationException) when calling the CreateModel operation: Could not access model data

I want to deploy an MLflow image to an AWS Sagemaker endpoint that contains a machine learning model. I executed the following code, which I found in this blog

Change AWS SageMaker LogGroup Prefix?

We have applications for multiple tenants on our AWS account and would like to distinguish between them in different IAM roles. In most places this is already p

Deploy Yolov5 custom object detection model to AWS Sagemaker

I want to deploy trained Yolov5 custom object detection to AWS Sagamaker. I could not find any resources.