Machine Learning Models With Fastapi, Streamlit And Docker --> [ DevCourseWeb ]


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Torrent File Content (63 files)


[ DevCourseWeb.com ] Udemy - Machine Learning Models With Fastapi, Streamlit And Docker
     Get Bonus Downloads Here.url -
182 bytes

    ~Get Your Files Here !
          1 - Introduction/1 - Introduction and App Overview.mp4 -
21.69 MB

          1 - Introduction/2 - FastAPI and Streamlit for Machine Learning Overview.mp4 -
13.51 MB

          1 - Introduction/3 - Docker Installation Guide.mp4 -
25.41 MB

          1 - Introduction/4 - Final Code.html -
440 bytes

          1 - Introduction/src_code/free_images/gabriel-ramos.jpg -
2.34 MB

          1 - Introduction/src_code/free_images/man_jumping.jpg -
1.49 MB

          1 - Introduction/src_code/style-transfer/backend/Dockerfile -
278 bytes

          1 - Introduction/src_code/style-transfer/backend/config.py -
310 bytes

          1 - Introduction/src_code/style-transfer/backend/inference.py -
1.12 KB

          1 - Introduction/src_code/style-transfer/backend/main.py -
1.53 KB

          1 - Introduction/src_code/style-transfer/backend/models/candy.t7 -
14.83 MB

          1 - Introduction/src_code/style-transfer/backend/models/composition_vii.t7 -
27.08 MB

          1 - Introduction/src_code/style-transfer/backend/models/feathers.t7 -
17.57 MB

          1 - Introduction/src_code/style-transfer/backend/models/la_muse.t7 -
24.32 MB

          1 - Introduction/src_code/style-transfer/backend/models/mosaic.t7 -
17.58 MB

          1 - Introduction/src_code/style-transfer/backend/models/starry_night.t7 -
24.32 MB

          1 - Introduction/src_code/style-transfer/backend/models/the_scream.t7 -
17.58 MB

          1 - Introduction/src_code/style-transfer/backend/models/the_wave.t7 -
24.32 MB

          1 - Introduction/src_code/style-transfer/backend/models/udnie.t7 -
10.71 MB

          1 - Introduction/src_code/style-transfer/backend/requirements.txt -
64 bytes

          1 - Introduction/src_code/style-transfer/docker-compose.yml -
348 bytes

          1 - Introduction/src_code/style-transfer/download_models.sh -
555 bytes

          1 - Introduction/src_code/style-transfer/frontend/Dockerfile -
169 bytes

          1 - Introduction/src_code/style-transfer/frontend/main.py -
1.75 KB

          1 - Introduction/src_code/style-transfer/frontend/requirements.txt -
16 bytes

          1 - Introduction/src_code/style-transfer/storage/00d3a938-cdc9-4b94-9819-b12bb3505239.jpg -
126.37 KB

          1 - Introduction/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c.jpg -
169.8 KB

          1 - Introduction/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c_composition_vii.jpg -
212.72 KB

          2 - FastAPI and Docker Backend/5 - Project Setup.mp4 -
45.51 MB

          2 - FastAPI and Docker Backend/6 - FastAPI Backend and Image Transformation Functionality.mp4 -
132.34 MB

          2 - FastAPI and Docker Backend/7 - Docker Container Setup.mp4 -
23.29 MB

          3 - Streamlit and Docker Frontend/8 - Developing the Streamlit User Interface.mp4 -
54.74 MB

          3 - Streamlit and Docker Frontend/9 - Docker Compose Setup.mp4 -
48.68 MB

          4 - Asynchronous Model Serving/10 - Asynchronous Model Serving with FastAPI.mp4 -
66.91 MB

          4 - Asynchronous Model Serving/11 - Updating the UI to respond to the async server.mp4 -
61.69 MB

          5 - Conclusion/12 - Conclusion and Final Remarks.mp4 -
7.74 MB

          5 - Conclusion/13 - Final Code.html -
441 bytes

          5 - Conclusion/src_code/free_images/gabriel-ramos.jpg -
2.34 MB

          5 - Conclusion/src_code/free_images/man_jumping.jpg -
1.49 MB

          5 - Conclusion/src_code/style-transfer/backend/Dockerfile -
278 bytes

          5 - Conclusion/src_code/style-transfer/backend/config.py -
310 bytes

          5 - Conclusion/src_code/style-transfer/backend/inference.py -
1.12 KB

          5 - Conclusion/src_code/style-transfer/backend/main.py -
1.53 KB

          5 - Conclusion/src_code/style-transfer/backend/models/candy.t7 -
14.83 MB

          5 - Conclusion/src_code/style-transfer/backend/models/composition_vii.t7 -
27.08 MB

          5 - Conclusion/src_code/style-transfer/backend/models/feathers.t7 -
17.57 MB

          5 - Conclusion/src_code/style-transfer/backend/models/la_muse.t7 -
24.32 MB

          5 - Conclusion/src_code/style-transfer/backend/models/mosaic.t7 -
17.58 MB

          5 - Conclusion/src_code/style-transfer/backend/models/starry_night.t7 -
24.32 MB



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