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Download [ DevCourseWeb.com ] Udemy - Machine Learning Models With Fastapi, Streamlit And Docker

DevCourseWeb com Udemy Machine Learning Models With Fastapi Streamlit And Docker

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[ DevCourseWeb.com ] Udemy - Machine Learning Models With Fastapi, Streamlit And Docker

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Total Size

908.9 MB

Total Files

63

Last Seen

2025-07-19 00:00

Hash

06AA0951BA7280D967C6AFDB352A4E1EE084AE00

/

Get Bonus Downloads Here.url

0.2 KB

/1 - Introduction/

1 - Introduction and App Overview.mp4

22.7 MB

2 - FastAPI and Streamlit for Machine Learning Overview.mp4

14.2 MB

3 - Docker Installation Guide.mp4

26.6 MB

4 - Final Code.html

0.4 KB

/1 - Introduction/src_code/free_images/

gabriel-ramos.jpg

2.5 MB

man_jumping.jpg

1.6 MB

/1 - Introduction/src_code/style-transfer/backend/

Dockerfile

0.3 KB

config.py

0.3 KB

inference.py

1.1 KB

main.py

1.6 KB

requirements.txt

0.1 KB

/1 - Introduction/src_code/style-transfer/backend/models/

candy.t7

15.6 MB

composition_vii.t7

28.4 MB

feathers.t7

18.4 MB

la_muse.t7

25.5 MB

mosaic.t7

18.4 MB

starry_night.t7

25.5 MB

the_scream.t7

18.4 MB

the_wave.t7

25.5 MB

udnie.t7

11.2 MB

/1 - Introduction/src_code/style-transfer/

docker-compose.yml

0.3 KB

download_models.sh

0.6 KB

/1 - Introduction/src_code/style-transfer/frontend/

Dockerfile

0.2 KB

main.py

1.8 KB

requirements.txt

0.0 KB

/1 - Introduction/src_code/style-transfer/storage/

00d3a938-cdc9-4b94-9819-b12bb3505239.jpg

129.4 KB

5fa5d40f-740b-4e8f-8dfb-c83af106f62c.jpg

173.9 KB

5fa5d40f-740b-4e8f-8dfb-c83af106f62c_composition_vii.jpg

217.8 KB

/.../2 - FastAPI and Docker Backend/

5 - Project Setup.mp4

47.7 MB

6 - FastAPI Backend and Image Transformation Functionality.mp4

138.8 MB

7 - Docker Container Setup.mp4

24.4 MB

/.../3 - Streamlit and Docker Frontend/

8 - Developing the Streamlit User Interface.mp4

57.4 MB

9 - Docker Compose Setup.mp4

51.0 MB

/.../4 - Asynchronous Model Serving/

10 - Asynchronous Model Serving with FastAPI.mp4

70.2 MB

11 - Updating the UI to respond to the async server.mp4

64.7 MB

/5 - Conclusion/

12 - Conclusion and Final Remarks.mp4

8.1 MB

13 - Final Code.html

0.4 KB

/5 - Conclusion/src_code/free_images/

gabriel-ramos.jpg

2.5 MB

man_jumping.jpg

1.6 MB

/5 - Conclusion/src_code/style-transfer/backend/

Dockerfile

0.3 KB

config.py

0.3 KB

inference.py

1.1 KB

main.py

1.6 KB

requirements.txt

0.1 KB

/5 - Conclusion/src_code/style-transfer/backend/models/

candy.t7

15.6 MB

composition_vii.t7

28.4 MB

feathers.t7

18.4 MB

la_muse.t7

25.5 MB

mosaic.t7

18.4 MB

starry_night.t7

25.5 MB

the_scream.t7

18.4 MB

the_wave.t7

25.5 MB

udnie.t7

11.2 MB

/5 - Conclusion/src_code/style-transfer/

docker-compose.yml

0.3 KB

download_models.sh

0.6 KB

/5 - Conclusion/src_code/style-transfer/frontend/

Dockerfile

0.2 KB

main.py

1.8 KB

requirements.txt

0.0 KB

/5 - Conclusion/src_code/style-transfer/storage/

00d3a938-cdc9-4b94-9819-b12bb3505239.jpg

129.4 KB

5fa5d40f-740b-4e8f-8dfb-c83af106f62c.jpg

173.9 KB

5fa5d40f-740b-4e8f-8dfb-c83af106f62c_composition_vii.jpg

217.8 KB

/~Get Your Files Here !/

Bonus Resources.txt

0.4 KB

 

Total files 63


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