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🤗 AutoNLP uses supervised learning algorithms to train the candidate Machine Learning models. This means that these models will try to reproduce what they learned from examples that pair an input object and its desired output value. After their training, these models should successfully pair unseen input objects with their correct output values. - Source: dev.to / almost 3 years ago
As we knew, supervised machine learning essentially consists of looking for a performance algorithm from a set of inputs and outputs. - Source: dev.to / about 3 years ago
Would you like additional capabilities like connecting to Machine Learning, Dashboards and Quicksight and leveraging other tools like Comprehend. - Source: dev.to / 11 months ago
Once again, I asked ChatGPT to perform this analysis. I could have used some of the AI tools provided by AWS, like the detectSentiment API from Amazon Comprehend, but tools like ChatGPT make it so easy to just add a simple "also, tell me in one word what the sentiment is" clause to a query I'm asking. - Source: dev.to / about 1 year ago
And now we can run amplify push to create the resources in AWS. The AWS service that will be used for this functionality is Amazon Comprehend. The pricing for this service can be found here. - Source: dev.to / about 1 year ago
Amazon has developed its own NLP service called Amazon Comprehend, which is designed to extract insights and relationships from unstructured text data. Source: about 1 year ago
First, can you use a different AWS service, such as Comprehend or SageMaker? You only "pay for what you use" instead of paying for an idle server. This is especially helpful for a start up, since you don't pay a lot if you don't have a lot of customers.. Source: over 1 year ago
FuzzyWuzzy - FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.
spaCy - spaCy is a library for advanced natural language processing in Python and Cython.
Microsoft Academic Knowledge API - Tap into the wealth of academic content in the Microsoft Academic Graph using the Academic Knowledge API:
Microsoft Bing Spell Check API - Enhance your apps with the Bing Spell Check API from Microsoft Azure. The spell check API corrects spelling mistakes as users are typing.
Google Cloud Natural Language API - Natural language API using Google machine learning
OpenNLP - Apache OpenNLP is a machine learning based toolkit for the processing of natural language text.