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Questions tagged [amazon-ml]

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Can Amazon Comprehend (Medical) be used for autocompletion of words or phrases?

"Amazon Comprehend Medical can accurately identify abbreviations, misspellings, and typos in medical text" source here. As such I believe one could use it to develop an autocorrect service, that ...
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32 views

SageMaker DeepAR access data

Can SageMaker DeepAR algorithm only deal with training data that resides in Amazon S3 buckets?
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1answer
51 views

Amazon SageMaker input data?

I am exploring Amazon SageMaker as a scalable machine learning solution. My question is; is it required that the training data first be uploaded in Amazon S3?
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1answer
45 views

Layman's comparison of RMSE

I don't have a maths / stats / data science background and need to evaluate which of the two evaluations below (numerical regression on Amazon Machine Learning) predict more accuracy. Both models use ...
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957 views

Image Feature Vectors

I have downloaded a dataset from Amazon. http://jmcauley.ucsd.edu/data/amazon/ Dataset involves feature vectors of images. There are around 1.5 M feature vectors. Dataset consists of 10 characters (...
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1answer
92 views

Compressing profiles with a large number of dimensions

I 'think' this is a related question, but not sure how to apply it. I'm trying to build out a very crude recommendation system using Amazon ML, Facebook likes, and historical actions. So lets say we ...
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1answer
1k views

Which Amazon EC2 instance for Deep Learning tasks?

I have discovered that Amazon has a dedicated Deep Learning AMI with TensorFlow, Keras etc. preinstalled (not to mention other prebuilt custom AMIs). I tried out this with a typical job on several GPU-...
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1answer
311 views

How is Amazon using Deep Learning in the new Amazon Go?

In the Amazon Go page they claim to use "deep learning". Where is deep learning used in the "Go" service? Is it computer vision or inventory management?
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1answer
21 views

AWS model performance evaluation interpretation

I've trained and testing a logistic regression binary-classification model using AWS Machine Learning. The evaluation has the ...
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142 views

Web front-end for Image Classification model?

A bit like the person there with scikit-learn question I would be interested in knowing if someone has recommendation or exercise of building a simple API to use my own model built on TensorFlow ...