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Prediction validation – Custom document classifier with AWS Comprehend part 6

custom classifier comprehend

Welcome to part 6 of tutorial series on how to custom document classifier with AWS Comprehend tutorial series. In the previous tutorial we have classified the test document or predicted the class/labels for test document. In this tutorial we are going to validate the predicted class or labels by our custom classifier. Let’s get started. […]

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: Execute lambda asynchronously / parallel

AWS Lambda: Execute lambda asynchronously / parallel

AWS Lambda is a great micro-service to run code without managing servers with the scalable solution with few to thousands requests per second. Well, this great service comes with some limitations. One of the big limitation is the 5 Minutes execution time out window. Well, this limitation can be overcome by tweaks. Read more on […]