Learn NLP - Natural Language Processing with AWS and Python

Build NLP applications like sentiment analysis, word classification, NER, text extraction and more with AWS ML and Boto3

4.05 (12 reviews)

Udemy

platform

English

language

Data Science

What you will learn

Learn the fundamental concepts of natural language processing

Learn how to use AWS NLP services like Comprehend, Transcribe, Translate, Polly and much more

Learn how to do sentiment analysis of a phrase

Learn to translate text into different languages

Learn to create voice enable applications using Transcribe and Polly

Learn how to create text to speech and speech to text functionality

Learn to build NER - Named entity recognition

Learn to create and use POS tagging

Learn to use AWS SDK for Python with Boto3 library

Why take this course?

Natural Language processing is one of the domain in Artificial Intelligence, that helps machine understand, interpret, manipulate and respond to human language.

We all are seeing more then thousands of Natural language applications such as signboard, menus, email, SMS, webpage, chats, reviews and so much more on daily life. NLP is everywhere. Natural language is not just about what we see, it also includes human speech as well. There are endless example of natural language application that can used in many use cases such as business and job opportunity.

NLP process the natural language by combining statistical, machine learning, and deep learning models and derive meaning from it.

In this course, you will learn about Natural language processing and it's application with the help of AWS Comprehend, Translate, Transcribe and Polly.

What is AWS Comprehend ?
Amazon Comprehend is a natural-language processing (NLP) service that uses machine learning to identify the language of the text, extract key phrases, places, people, brands, or events, understand sentiment about products or services, and identify the main topics from a library of documents.
What is AWS Translate ?
Amazon Translate is a neural machine translation service that enables to translate between a source language and a target language .
What is AWS Transcribe ?
AWS transcribe service that helps to add speech to text functionality into the applications.
What is AWS Polly ?
Amazon Textract is a machine learning (ML) service that transform text into human voice.