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Download [ DevCourseWeb.com ] Udemy - Deep Learning NLP - Build and Deploy a BERT COVID Q and A System

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

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[ DevCourseWeb.com ] Udemy - Deep Learning NLP - Build and Deploy a BERT COVID Q and A System

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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


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