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Preparing test document – Custom document classifier with AWS Comprehend part 4

custom classifier comprehend

Welcome to part 4 of custom document classifier with AWS Comprehend tutorial series. In the previous tutorial we have successfully trained the classifier. In this tutorial we are going to prepare test document for classification using our custom classifier. Here, we are going to re-use the script that we have written while creating the train […]

Training classifier – Custom document classifier with AWS Comprehend part 3

custom classifier comprehend

Welcome to part 3 of custom document classifier with AWS Comprehend tutorial series. In the previous tutorial we have prepared the training document. In this tutorial we are going to train the custom document classifier. Here we will use three services. IAM S3 Comprehend The flow is going to be that we will upload the […]

Prepare training file – Custom document classifier with AWS Comprehend part 2

custom document classifier comprehend

Welcome to part 2 of custom document classifier with AWS Comprehend tutorial series. In the previous tutorial we have successfully download the dataset. In this tutorial we are going to prepare the training file to feed into the custom comprehend classifier. Just to take a note that Amazon Comprehend custom classification supports up to 1 […]

Downloading dataset – Custom document classifier with AWS Comprehend part 1

comprehend custom document classifier

Welcome to part 1 of Custom document classifier with AWS Comprehend tutorial series. Customized Comprehend allows you to build the NLP based solutions without prior knowledge of Machine Learning. In this tutorial series we will train the Comprehend classifier using out custom dataset, instead of using a pre-defined comprehend capabilities. In this tutorial we are […]

AWS Lambda Layers Tutorial

aws lambda layers tutorial

In AWS re:Invent 2018, AWS have launched a great feature called Layers in the Lambda service.  Layers let you deploy custom runtime along with additional code/package, which can be further used/imported in the lambda function. It let you keep the deployment package small. A layer can be used within multiple lambda function, hence you can […]

AWS: Syntax Analysis with AWS Comprehend and Lambda

aws syntax analysis comprehend lambda

It’s been a while since, AWS have announced Syntax Analysis feature in the AWS Comprehend service. A quick intro on AWS Comprehend service from documentation “Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents. Amazon Comprehend processes any text file in UTF-8 format. It develops insights by recognizing the […]

 

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