Unanswered Questions tagged with Machine Learning & AI
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I am trying to generate the XGBoost training report to see feature importances however the following code only generates the profiler report.
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import boto3, re, sys, math, json, os, sagemaker,...
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asked 2 years agolg...
I am sending streaming audio data from web browser as a blob via websocket. In backend, I am using Django Channels' AsyncWebsocketConsumer to receive it, then send it to Amazon Transcribe and attempt...
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127
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asked 2 years agolg...
I have noticed that speaker identification for AWS transcribe is off by few seconds.
s3://speechrealtime/medical-diarization.wav
Here is the result for the file above (With asterisks added ):
Speaker...
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121
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asked 2 years agolg...
I have loaded the Nvidia drivers on a CentOS 7 AMI from Nvidia's RPM repositories. In the past this was loading the R510 drivers and they were working on P3 instances with V100 GPUs, but earlier this...
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174
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asked 2 years agolg...
I recently tried the Polly console set to Neural and SSML and keyed in some text and tried several voices with the Whisper action and it works for the Mathew voice but does not work for any other...
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104
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asked 2 years agolg...
SageMaker Studio domain lifecycle configuration for hosting VSCode not working and no error logslg...
Hi all,
I've followed the guide provided in this medium blog by senior AWS ML SA: https://towardsdatascience.com/hosting-vs-code-in-sagemaker-studio-f211385e25f7
I've created the lifecycle...
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153
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asked 2 years agolg...
Amazon SageMaker Data Wrangler reduces the time it takes to aggregate and prepare data for machine learning (ML) from weeks to minutes in Amazon SageMaker Studio, the first fully integrated...
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137
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asked 2 years agolg...
I am using the batch transform function in SageMaker for the inference of my PyTorch model. I am using the same structure as...
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321
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asked 2 years agolg...
I'm creating a pipeline with multiple steps
One to preprocess a dataset and the other one takes the preprocessed one as an input to train a BlazingText model for classification
My first...
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87
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asked 2 years agolg...
The DeepAR documentation page mentions the option of using Parquet format to providing datasets to DeepAR.
But the details are extremely terse.
I would like to use DeepAR with a fairly large dataset,...
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137
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asked 2 years agolg...
Hey,
After discovering ml.inf machines not supporting multi-model servers (MMS), we were forced to re-deploy our models. Currently, we are struggling to use MMS with EI accelerators. Is it an issue...
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68
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asked 2 years agolg...
I have scheduled an hourly model-quality-monitoring job in AWS SageMaker. both the jobs, ground-truth-merge and model-quality-monitoring completes successfully without any errors. but, all the metrics...
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134
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asked 2 years agolg...