Questions tagged [amazon-ml]

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Research on Product Search Machine Learning @ Amazon

I am looking for any sort of research paper/ reference where we can read more about machine learning principles using for the amazon's main website. Mainly interested in how they do the product search ...
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56 views

Recommendation System using on-device ML or Cloud ML?

I am developing a Flutter/Dart app which would need a recommender system to provide personalized recommendations to users for new photos, videos, ads, etc. relevant to their interests. Can this be ...
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62 views

SageMaker DeepAR access data

Can SageMaker DeepAR algorithm only deal with training data that resides in Amazon S3 buckets?
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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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63 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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1k 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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97 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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2k 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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323 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?