Stack Overflow
Stack Overflow

Questions tagged [amazon-machine-learning]

Amazon Machine Learning adds predictive abilities to application such as fraud detection, demand forecasting, targeted marketing, and click prediction. Algorithms create machine learning (ML) models by finding patterns in existing data. The service uses these models to process new data and generate predictions for applications.

58 questions
0
votes
1 answer

How to run SageMaker Distributed training from SageMaker Studio?

The sample notebooks for SageMaker Distributed training, like here: https://github.com/aws/amazon-sagemaker-examples/blob/main/advanced_functionality/distributed_tensorflow_mask_rcnn/mask-rcnn-scriptmode-s3.ipynb rely on the docker build .…
juvchan
  • 6,113
  • 2
  • 22
  • 35
0
votes
1 answer

Using GPU Spot Instance(s) for SageMaker Distributed Training?

I have a requirement to use N 1x GPU Spot instances instead of 1x N-GPU instance for distributed training. Does SageMaker Distributed Training support the use of GPU Spot instance(s)? If yes, how to enable it?
juvchan
  • 6,113
  • 2
  • 22
  • 35
0
votes
0 answers

Machine Learning Probem in Training Sagemaker Model

I am working on Machine learning with MERN(MongoDb,Experss,ReactJS,NodeJS) Stack in which Aws Keys (Access key and Secret Key) place in MongoDB Configurations and for train model Code writtern in Nodejs and Express. Problem : After upload the .csv…
mehul daxini
  • 13
  • 3
0
votes
1 answer

Training Failed - AWS Machine Learning

I am working on Aws Machine learning with MERN(Mongodb,Express,React,NodeJS)Stack Code.But the issue is that when I upload the data file (.csv file) for process machine learning after sometime process training is failed with TrainingFailed Error…
mehul daxini
  • 13
  • 3
0
votes
1 answer

How to Enable SageMaker Debugger in the SageMaker AutoPilot

I'd like to (a) plot SHAP values out of the SageMaker (b) AutoML pipeline. To achieve (a), debugger shall be used according to: https://aws.amazon.com/blogs/machine-learning/ml-explainability-with-amazon-sagemaker-debugger/. But how to enable the…
B. Sun
  • 143
  • 3
  • 11
0
votes
1 answer

multi-model endpoints on sagemaker

I know, one can have multiple models on a single endpoint(Multi-Model endpoints). But, can I have these multiple models of different use cases and different datasets from the s3 bucket? because we mention model artifacts while invoking for…
sachin yadav
  • 1
  • 1
0
votes
1 answer

Apache Solr and AWS Comprehend Machine Learning for ordering and categorisation

This is perhaps more or an architecture question than dev code but appreciate collective thoughts! We are using Solr to order records and to categorise them to allow users to search and find specific medical conditions. We have an opportunity to…
Gareth Baxendale
  • 1
0
votes
2 answers

How to apply t-SNE on Word2Vec Model

I am Working On Sentiment Analysis on Amazon Food Reviews and I am trying to apply Word2Vec on the Reviews and Visualise it Using t-SNE. I was easily able to Visualise using Bag of words representation of the same using following code: from…
Akash Dubey
  • 1
  • 5
0
votes
1 answer

AWS Machine Learning error when creating DataSource from S3

I am having an error when trying to automate AWS DataSource creation from S3: I am running a shell script: #!/bin/bash for k in 1 2 3 4 5 do aws machinelearning create-data-source-from-s3 --cli-input-json…
Daniel Vieira
  • 461
  • 5
  • 19
0
votes
1 answer

How to prepare Data Sets training simple calculator with AWS Machine Learning

I'm trying to build a calculator just to add two single digit numbers with AWS machine learning. ML Data Source1: (For Training) for(i=9;i>=0;i--) for(j=9;j>=0;j--) console.log(i + ',' + j + ',+,' + (i+j)); Data with 0,9 all possible…
Kannaiyan
  • 12,554
  • 3
  • 44
  • 83
0
votes
0 answers

Tensorflow: The replica master 0 exited with a non-zero status of 1

Each time I'm trying to train and evaluate my tensorflow training set on the Cloud platform, the job terminates midway showing this error. Given below is the error message I had received: The replica master 0 exited with a non-zero status of 1.…
Smarita Sharma
  • 1
  • 1
0
votes
1 answer

How can i create an iam policy for a service on a different aws account?

I currently need to create an iam policy with a service as a principal, Now, i know that you can have: "Service": [ "ec2.amazonaws.com" On your policy, but that states the ec2 service on your own account, how can i do the same for a different…
Juan Sebastian
  • 968
  • 1
  • 7
  • 20
0
votes
1 answer

Is there a way to get the statistics of a datasource through the Amazon ML API?

Looking through the datasource methods in the Machine Learning API (specifically the .Net API), I'm unable to find where I can retrieve the statistics that are computed from a datasource when ComputeStatistics=true. Is there a way to do this?
shiggity
  • 531
  • 4
  • 12
0
votes
1 answer

AmazonClientException in Application for Amazon ML

I am referring to the following resource to create an Application for doing real time predictions using model I already trained using Amazon ML. targeted-marketing-java I had replaced the value with the Name of the model and I have already created…
New Coder
  • 499
  • 4
  • 22
0
votes
1 answer

How can I restrict the output of an Amazon Machine Learning model? (Predicting cricket team results)

I am trying to predict match winner based on the historical data set as shown below, The data set comprises of IPL seasons and Team_Name_id vs Opponent Team are the team names in IPL. I have set the match id as Row id and created the model. When…
Vignesh
  • 215
  • 3
  • 10
1 2
3
4