Explanation
NLP Deep Learning: Build and Deploy a BERT COVID-19 Q&A System is a comprehensive course on building a COVID-19 question answering system using artificial intelligence and NLP. If you are interested in learning about NLP and are looking to work on one of the largest real-life NLP projects, this course is for you. This course is designed by data scientists, and our interest is to enable our students to develop and apply NLP deep learning models. Our students learn new skills in every phase and part of our course and are able to develop and implement a NLP question and answer system that can extract answers from a database of 250,000 articles in the research on COVID-19. In this course, we code everything, so the program is project based. The whole program is so complete that you can easily add algorithms, tools to the system to answer NLP questions on the topic of your interest.
What you will learn in this course:
- Build BERT’s Q&A system that provides real-time answers to over 200,000 COVID research articles.
- Access to and prevention of COVID-19 data
- Conduct exploratory data analysis and modeling of COVID data topics
- Create a database for COVID-19 research in Elasticsearch
- Build an algorithm that extracts and ranks candidate documents in Elasticsearch
- And many more
Who is this course for:
- Anyone interested in deep learning and natural language processing
- Any college student interested in a career in data science
- Anyone with basic or intermediate knowledge of BERT and natural language processing models
- Any business owner interested in building a real NLP question and answer system
- Finally, this course is for those who love learning and love a challenge.
Course specifications:
- Publisher: Udemy
- Teachers: Deeplearnai Group
- Language : English
- Level : All Levels
- Duration: 4h 45m
- number of lessons: 47
- Format: mp4
The course includes:
Requirements:
- Some programming experience
- Admin permission to download files
NLP Deep Learning Tutorials: Build and Implement a Q&A System for COVID BERT
Example clip:
Installation guide:
After the production, you can watch the course in your favorite video.
subtitle: English
Quality: 720p
Download links:
Password: free download software
File size:
2.98 GB