DevCourseWeb com Udemy Deep Learning NLP Build and Deploy BERT COVID and System

DevCourseWeb com Udemy Deep Learning NLP Build and Deploy BERT COVID and System

Name	[ DevCourseWeb.com ] Udemy - Deep Learning NLP - Build and Deploy a BERT COVID Q and A System	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.3 GB
Total Files	90
Last Seen	2025-07-24 23:51
Hash	541D5B9543930D616E8C0E1E2CB2A9208A01E2AF

/
Get Bonus Downloads Here.url	0.2 KB
/.../1. Welcome to the Course/
1. Meet your Instructors.mp4	22.4 MB
1. Meet your Instructors.srt	1.4 KB
10. BONUS Installing Visual Studio Code.mp4	79.3 MB
10. BONUS Installing Visual Studio Code.srt	6.9 KB
11. BONUS Working with Virtual Environments.mp4	59.4 MB
11. BONUS Working with Virtual Environments.srt	8.4 KB
2. Applications of Deep Learning NLP Q&A Systems.mp4	58.7 MB
2. Applications of Deep Learning NLP Q&A Systems.srt	5.7 KB
3. COVID Q&A system Overview.mp4	58.6 MB
3. COVID Q&A system Overview.srt	6.2 KB
4. COVID Q&A - Architecture Design Walkthrough.mp4	59.3 MB
4. COVID Q&A - Architecture Design Walkthrough.srt	5.7 KB
5. GET ALL THE CODES AND DATASETS HERE!.html	0.9 KB
6. Presentation of the COVID QA Course Folder.mp4	9.2 MB
6. Presentation of the COVID QA Course Folder.srt	1.9 KB
7. MAC , LINUX AND WINDOWS SET UP.mp4	40.9 MB
7. MAC , LINUX AND WINDOWS SET UP.srt	3.5 KB
8. JOIN OUR SLACK CHANNEL.html	0.5 KB
9. BONUS Google Collaboratory Notebook Introduction.mp4	59.3 MB
9. BONUS Google Collaboratory Notebook Introduction.srt	9.9 KB
/.../2. Accessing and Saving the COVID Dataset/
1. COVID Dataset data dictionary.html	0.3 KB
2. Installing and importing Libraries.mp4	41.5 MB
2. Installing and importing Libraries.srt	3.6 KB
3. Downloading the COVID dataset.mp4	93.7 MB
3. Downloading the COVID dataset.srt	7.2 KB
4. Reading the Dataset - Part 1.mp4	116.0 MB
4. Reading the Dataset - Part 1.srt	7.7 KB
5. Reading the Dataset - Part 2.mp4	261.4 MB
5. Reading the Dataset - Part 2.srt	14.6 KB
6. Sampling and saving the course dataset.mp4	113.8 MB
6. Sampling and saving the course dataset.srt	6.8 KB
/.../3. Data Pre-Processing/
1. Installing and importing Libraries.mp4	36.3 MB
1. Installing and importing Libraries.srt	3.9 KB
2. Accessing the course dataset.mp4	56.3 MB
2. Accessing the course dataset.srt	4.6 KB
3. Merging the datasets.mp4	78.9 MB
3. Merging the datasets.srt	6.5 KB
4. Data Pre-Processing - Part 1.mp4	125.2 MB
4. Data Pre-Processing - Part 1.srt	8.9 KB
5. Data Pre-Processing - Part 2.mp4	140.4 MB
5. Data Pre-Processing - Part 2.srt	10.6 KB
/.../4. Exploratory Data Analysis/
1. Installing and importing Libraries.mp4	2.0 MB
1. Installing and importing Libraries.srt	0.0 KB
2. Exploratory Data Analysis.mp4	123.7 MB
2. Exploratory Data Analysis.srt	10.9 KB
3. Word Cloud Analysis.mp4	116.0 MB
3. Word Cloud Analysis.srt	9.9 KB
4. Topic Modeling.mp4	221.9 MB
4. Topic Modeling.srt	19.9 KB
5. BONUS Additional Resources.html	2.0 KB
/.../5. Elasticsearch Document Store/
1. BONUS Docker Installation.mp4	141.9 MB
1. BONUS Docker Installation.srt	16.3 KB
2. Elasticsearch Knowledge base Set up.mp4	18.0 MB
2. Elasticsearch Knowledge base Set up.srt	2.0 KB
3. Downloading Elasticsearch Docker.mp4	73.0 MB
3. Downloading Elasticsearch Docker.srt	6.5 KB
4. Writing data to Elasticsearch.mp4	148.8 MB
4. Writing data to Elasticsearch.srt	11.2 KB
5. Elasticsearch Knowledge base conclusion.mp4	12.2 MB
5. Elasticsearch Knowledge base conclusion.srt	0.9 KB
/.../6. Question Answering Engine/
1. BERT Q&A Introduction.mp4	12.7 MB
1. BERT Q&A Introduction.srt	0.8 KB
2. Q&A Handler Walkthrough.mp4	49.2 MB
2. Q&A Handler Walkthrough.srt	4.2 KB
3. Building a Q&A Pipeline.mp4	52.6 MB
3. Building a Q&A Pipeline.srt	3.9 KB
4. Deploy Q&A handler in FastAPI.mp4	34.0 MB
4. Deploy Q&A handler in FastAPI.srt	2.6 KB
5. BONUS BERT NLP Q&A Reference Materials.html	1.5 KB
/.../7. Streamlit User Interface Design/
1. Streamlit UI Overview.mp4	13.8 MB
1. Streamlit UI Overview.srt	1.3 KB
2. Build Streamlit UI - Part 1.mp4	15.9 MB
2. Build Streamlit UI - Part 1.srt	1.7 KB
3. Build Streamlit UI - Part 2.mp4	155.4 MB
3. Build Streamlit UI - Part 2.srt	8.3 KB
4. Build Streamlit UI - Part 3.mp4	79.0 MB
4. Build Streamlit UI - Part 3.srt	4.6 KB
5. Build Streamlit UI - Part 4.mp4	139.9 MB
5. Build Streamlit UI - Part 4.srt	7.2 KB
6. BONUS Additional Resources.html	0.8 KB
/8. Deployment/
1. Deployment Overview.mp4	22.6 MB
1. Deployment Overview.srt	1.6 KB
2. Build Docker Image for KB Handler.mp4	42.6 MB
2. Build Docker Image for KB Handler.srt	3.1 KB
3. Build Docker Image for QA Handler.mp4	154.0 MB
3. Build Docker Image for QA Handler.srt	13.3 KB
4. Build Docker Image for UI App.mp4	129.2 MB
4. Build Docker Image for UI App.srt	9.1 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 90