Course description
Deep Learning NLP: Build and Deploy a BERT COVID Q&A System is a complete course for building a COVID-19 question answering system using artificial intelligence and NLP. If you are interested in learning about NLP and looking to work on one of the largest real-world NLP projects, this course is for you. This course is designed by professional data scientists and our only interest is to enable our students to develop and apply advanced NLP deep learning models. Our students learn new skills in each phase and section of our course and are able to develop and deploy an NLP question and answer system that can retrieve answers from a database of over 250,000 COVID-19 research articles. In this course, we code everything, so the program is very project-based. The entire program is so comprehensive that you can easily extend the algorithms, tools to deploy an NLP question answering system on your topic of interest.
What you will learn in this course:
- Build a BERT Q&A system that provides real-time answers from over 200,000 COVID research articles.
- Access and preprocessing of the COVID dataset
- Perform exploratory data analysis and thematic modeling 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
- And …
Who is this course suitable for?
- Anyone interested in deep learning and natural language processing
- Any college student interested in a career in data science
- Anyone with basic to intermediate knowledge of BERT and natural language processing models
- Any business owner interested in building real NLP question and answer systems
- Ultimately, this course is for those who enjoy learning and love a challenge
Course specifications :
- Publisher: Udemy
- teacher : Deeplearnai team
- English language
- Education level: all levels
- Duration: 4 hours and 45 minutes
- Number of courses: 47
- File format: mp4
Course headings :
Course prerequisites:
- Some programming experience
- Admin permissions to download files
Images of Deep Learning NLP: Build and Deploy a BERT COVID Q&A System
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
download link
Password file(s): www.downloadly.ir
Size
2.98 GB
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