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Udemy - Deep Learning NLP - Build and Deploy a BERT COVID Q and A System

Torrent: Udemy - Deep Learning NLP - Build and Deploy a BERT COVID Q and A System
Description:

Deep Learning NLP: Build and Deploy a BERT COVID Q&A System



https://DevCourseWeb.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHz
Language: English | Size: 3.04 GB | Duration: 4h 45m

Build and deploy a COVID-19 Question Answering system using Artificial Intelligence and NLP.

What you'll learn
Develop a BERT Q&A system that provides real-time answers from over 200,000 COVID research papers
Accessing and pre-processing the COVID dataset
Perform Exploratory data analysis and Topic modelling on the COVID dataset
Create an indexed database of COVID research text in Elasticsearch
Build an algorithm that retrieves and ranks candidate documents from Elasticsearch
Develop the BERT Q&A Engine
Build End point creation with fast API
Building a simple UI with Streamlit
Dockerize and deploy models
Working with google colab and Visual studio code

Description
If you are interested to learn about NLP and looking to work on one of the biggest real world NLP projects, then this course is for you.

Downloads: 45
Category: Other/Tutorials
Size: 3 GB
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Added: 2022-01-14 10:04:24
Language: English
Peers: Seeders : 5 , Leechers : 9
Tags: IT & Software BERT Udemy 
Release name: Udemy - Deep Learning NLP - Build and Deploy a BERT COVID Q and A System
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