Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.

Mphasis DeepInsights Text Pre-processor
By:
Latest Version:
3.0
This solution helps in pre-processing textual data to provide useful information for further text analytics.
Product Overview
Text Pre-processor solution is an efficient way of automatically cleaning text data to make it ready for further text analytics. The model takes a corpus of text as input file and an optional Stop_Words file for stop words removal and applies NLP to generate a processed output containing tokenized words, lemmatization, noun chunks and geographical locations present in the corpus with their frequency of occurrences. This solution also generates treemap plots for most frequent words and geographical location with their corresponding frequency in the cleaned text.
Key Data
Version
By
Type
Model Package
Highlights
Text pre-processor is a Natural Language Processing based solution for cleaning the textual data and providing information about the text at token level by doing NLP operations such as tokenization, lemmatization, POS tagging and Named Entity recognition. This solution provides frequency matrix for Words, Lemmas, Noun chunks and Geographical locations along with plot of most frequent words and geographical locations.
The model can take a maximum of 35kb (~500 rows of text) as input and process to give output.
Mphasis DeepInsights is a cloud-based cognitive computing platform that offers data extraction & predictive analytics capabilities. Need Customized Deep learning and Machine Learning Solutions? Get in Touch!
Not quite sure what you’re looking for? AWS Marketplace can help you find the right solution for your use case. Contact us
Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Contact us to request contract pricing for this product.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$4.00/hr
running on ml.m5.large
Model Batch Transform$8.00/hr
running on ml.m5.large
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$0.115/host/hr
running on ml.m5.large
SageMaker Batch Transform$0.115/host/hr
running on ml.m5.large
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
---|---|---|
ml.m4.4xlarge | $4.00 | |
ml.m5.4xlarge | $4.00 | |
ml.m5d.24xlarge | $4.00 | |
ml.m4.16xlarge | $4.00 | |
ml.m5.2xlarge | $4.00 | |
ml.m4.2xlarge | $4.00 | |
ml.c5.2xlarge | $4.00 | |
ml.c4.2xlarge | $4.00 | |
ml.m4.10xlarge | $4.00 | |
ml.c4.xlarge | $4.00 | |
ml.m5.24xlarge | $4.00 | |
ml.m5d.xlarge | $4.00 | |
ml.m5d.large | $4.00 | |
ml.c5.xlarge | $4.00 | |
ml.m5.12xlarge | $4.00 | |
ml.m5d.4xlarge | $4.00 | |
ml.c4.4xlarge | $4.00 | |
ml.c5.large | $4.00 | |
ml.m5.xlarge | $4.00 | |
ml.c5.9xlarge | $4.00 | |
ml.m4.xlarge | $4.00 | |
ml.c5.4xlarge | $4.00 | |
ml.m5d.2xlarge | $4.00 | |
ml.m5d.12xlarge | $4.00 | |
ml.c4.large | $4.00 | |
ml.m5.large Vendor Recommended | $4.00 | |
ml.c4.8xlarge | $4.00 | |
ml.t2.xlarge | $4.00 | |
ml.c5.18xlarge | $4.00 | |
ml.t2.large | $4.00 | |
ml.t2.medium | $4.00 | |
ml.t2.2xlarge | $4.00 |
Usage Information
Model input and output details
Input
Summary
- Supported content types:
application/zip
. - Zip file must contain text article as
Input.txt
. - Zip file can contain
Stop_Words.txt
for customized stop word removal.
Limitations for input type
* Maximum input file size: 35kb ( ~ 500 rows of text).
Input MIME type
application/zipSample input data
Output
Summary
- Content type:
application/zip
- Output zip file contains
Output.csv
having tokenized words, Lemmas, Noun chunks and geographical location with their frequency of occurrences in the cleaned data. - Output zip file also contain treemap plot for most frequent words and geographical locations
Output MIME type
application/zipSample output data
Sample notebook
Additional Resources
End User License Agreement
By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)
Support Information
Mphasis DeepInsights Text Pre-processor
For any assistance reach out to us at:
AWS Infrastructure
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Learn MoreRefund Policy
Currently we do not support refunds, but you can cancel your subscription to the service at any time.
Customer Reviews
There are currently no reviews for this product.
View allWrite a review
Share your thoughts about this product.
Write a customer review