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| File Name: | Learn Natural Language Processing with AWS and Python |
| Content Source: | https://www.skillshare.com/classes/Learn-Natural-Language-Processing-with-AWS-and-Python/125045199 |
| Genre / Category: | Programming |
| File Size : | 419MB |
| Publisher: | skillshare |
| Updated and Published: | February 17, 2022 |
This class is focused on learning and developing NLP applications using AWS. NLP or Natural Language processing is one of the key domain in Artificial Intelligence, that helps machine understand, interpret, manipulate and respond to human language.
Class Overview:
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.
Prerequisite:
Before taking this course, if you are already familiar with Python and AWS, it would be useful.
Who This Class is For:
Anyone who is curious to learn about Natural Language Processing. Students and IT professionals interested in learning NLP services on AWS
What You Will Learn:
Here in this class you will learn how to use AWS services to build multiple NLP use cases like sentiment analysis, keyword extraction, translation, speech to text, text to speech and much more. You will also learn how to use Python boto3 library to manage AWS services. You will also learn how to create simple web application using python flask.
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 document
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.
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