Questions tagged with ML Ops with Amazon SageMaker and Kubernetes
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Hi,
How would one go about designing a serverless ML application in AWS?
Currently, our project is using the [serverless framework](https://www.serverless.com/) and lambda functions to accomplish...
1
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343
views
asked 8 months agolg...
I want to create a training step in sagemaker pipeline, and use custom processor like below. But instead of python code I want to use java code in the place of [code = 'src/processing.py' ]. Is it...
1
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0
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316
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asked 10 months agolg...
I am trying to build a architecture for custom anomaly ai on AWS for my startup. Please let me know if my way of thinking is correct or not
1. Data Ingestion: Ingesting the data into AWS S3 in JSON...
1
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0
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294
views
asked a year agolg...
Calling the sagemaker model endpoint with contentType `application/octet-stream` which is also being captured in Data Capture Logs.
What would be the ideal way to transform the data such that model...
1
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514
views
asked a year agolg...
based on aws docs/examples (https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-version.html), one can create/register model that is generated by your training pipeline. first we need to...
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309
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asked 2 years agolg...
Hi,
I'm working on an end-to-end ml project which, for the moment, goes from training (it takes already processed train/val/test data from an S3 bucket) to deploy, passing through hyperparameter...
1
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0
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248
views
asked 2 years agolg...
I cant save neuron model after compile the model into an AWS Neuron optimized TorchScript.
My code:
```
import tensorflow # to workaround a protobuf version conflict issue
import torch
import...
1
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0
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365
views
asked 2 years agolg...
Is there any step-by-step guides/tutorials on how to implement Kubeflow with custom OIDC providers?
I want to install Kubeflow in region Jakarta with EKS, but Cognito is not available in region JKT...
2
answers
0
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471
views
asked 2 years agolg...
Hi MLOps Gurus,
I'd like to seek guidance on my below situation.
This is regarding Sagemaker Project creation in AWS. The use case is to take final model (built by DS team) from S3 and do all...
1
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0
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492
views
asked 2 years agolg...
I am expermenting with a sagemaker serverless endpoint (sample code below to create an endpoint from aws documentation). but I keep getting error when the endpoint is invoked , has anyone run into...
1
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0
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868
views
asked 2 years agolg...
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