Learn NLP - Natural Language Processing with AWS and Python
Learn NLP - Natural Language Processing with AWS and Python
Last updated 2022-01-13
Duration: 01:21:34 | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 504 MB
Genre: eLearning | Language: English [Auto]
Last updated 2022-01-13
Duration: 01:21:34 | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 504 MB
Genre: eLearning | Language: English [Auto]
Build NLP applications like sentiment analysis, word classification, NER, text extraction and more with AWS ML and Boto3
What you'll 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
Requirements
Must have python and required python lib installed on system
AWS CLI installed on system
Knowledge of NLP would be helpful. But not necessary.
Description
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.
Who this course is for:
Machine Learning enthusiast
Cloud Architect
NLP engineer
ML engineer
More Info