Text classification and content analysis API Server-1

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Needed an API targeted for text analysis, utilizing machine learning techniques in order to achieve automated text classification, which will help its client force control over what content being created.

The application should take advantage of deep learning technologies to build a model that can be learned from public content such as magazines and +18 content sites, in order to classify bad content from good one.

For example, server receives text content as the following:

you are smart duck(f----)

The server should return the number of obscene words and its position in the sentence, and a confidence level for each word.

The server programming language should be in Java 8+/Python.

Rest API, interface contains basically 3 major tasks

1-Indexing of new data( text data in our case) updating the database

2- Training the model based on new data

3- Interface to evaluate the text( categorize the text)

The goal is to evaluate the text if toxic or not

Then to give it a score based on the model

Machine learning bases API

So if we query any text even if not on correct english form

Like duck

dck

d-ck

du¢k

finally, A testing UI front end is required for demoing the application.

Java Programvarearkitektur Web Hosting Python Web Development

Prosjekt-ID: #21340121

Om prosjektet

5 bud Eksternt prosjekt Aktiv 4 år siden

5 frilansere byr i gjennomsnitt $112 for denne jobben

mitpellywar

i have got experience in machine learning for more than three years i can help you out in your task... i have specialised skills in nlp

$88 USD på 7 dager
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ouhsassa

Hi ; I am a professional ``Data Scientist `` with 4 years of experience on Frelancer on Data Analysis with outstanding results. I can help you in your task ,I will assist with all the works you need to be done using Py Mer

$100 USD på 7 dager
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uysimty

Dear Sir or Madam I am a machine learning engineer. You job is really stand out to me since it is about toxicity classification. We can found a lot of helpful dataset online. I used to work with it before with Keras an Mer

$150 USD på 7 dager
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