Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 48.0 KHzLanguage: English | Size: 3.04 GB | Duration: 4h 45m
What you'll learn
Develop a BERT Q&A system that provides real- 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 Ee
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.