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Tag: Aws

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3 posts with this tag

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Automatic word2vec model tuning using Sagemaker

In this post, we continue our discussion about how to use AWS Sagemaker's BlazingText to train a word2vec model. In the last post we learned how to set up, train and evaluate a single model. However, we essentially selected our hyperparameters at …

Posted on November 18, 2020 • 8 minutes read Read on
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Training and evaluating a Word2Vec model using BlazingText in Sagemaker

AWS Sagemaker has a number of inbuilt algorithms, which are not only easier to use with the Sagemaker set up but are also optimised to work with AWS architecture. At my previous job, we used word embeddings extensively to help solve NLP problems. We …

Posted on September 7, 2020 • 12 minutes read Read on
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Reading S3 data into a Spark DataFrame using Sagemaker

I recently finished Jose Portilla's excellent Udemy course on PySpark, and of course I wanted to try out some things I learned in the course. I have been transitioning over to AWS Sagemaker for a lot of my work, but I haven't tried using it with …

Posted on August 10, 2020 • 5 minutes read Read on
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