Learn NLP - Natural Language Processing with AWS and Python



Find Out NLP - All-natural Language Handling with AWS as well as Python

With AWS ML as well as Boto3, you can produce NLP applications such as belief evaluation, word category, NER, message removal, as well as much more.


Summary

In this program, you will certainly:

  • Discover the principles of all-natural language handling.
  • Discover exactly how to utilize AWS NLP solutions such as Comprehend, Transcribe, Translate, Polly, as well as others.
  • Discover exactly how to carry out belief evaluation on an expression.
  • Find out exactly how to equate message right into different languages.
  • Find out exactly how to utilize Transcribe as well as Polly to produce voice-enabled applications.
  • Find out exactly how to execute text-to-speech as well as speech-to-text capability.
  • Find out exactly how to produce NER (Called entity acknowledgment).
  • Find out exactly how to produce as well as use POS tagging.
  • Discover exactly how to utilize the AWS SDK for Python with the Boto3 collection.

Curriculum:

1. Producing Frontend as well as backend for internet application

  • Construct frontend for ML Application
  • Build Backend for ML Application

2. Translation ML application

  • Include NLP job (translation)

3. Belief Evaluation ML application

  • Producing Belief Evaluation ML application

4. POS tagging for NER (Called Entity Acknowledgment), word category

  • POS labeling ML Application

5. Called Entity Acknowledgment

  • Find entity

6. Transcribe (Speech to Text)

  • Including record attribute right into internet application
  • Attaching to S3 pail
  • Uploading sound documents to S3 pail

7. Polly

  • Producing Polly feature
  • Including Polly feature right into major application

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