Udemy - Machine Learning Models With Fastapi, Streamlit And Docker

Torrent Details

Udemy - Machine Learning Models With Fastapi, Streamlit And DockerUdemy - Machine Learning Models With Fastapi, Streamlit And Docker

NAME
Udemy - Machine Learning Models With Fastapi, Streamlit And Docker.torrent
CATEGORY
Other
INFOHASH
06aa0951ba7280d967c6afdb352a4e1ee084ae00
SIZE
867 MB in 62 files
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Uploaded on 27-03-2023 by our crawler pet called "Spidey".
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Description

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



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 3/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 764.33 MB | Duration: 1h 4m



Learn how to serve a machine learning model with FastAPI, Streamlit and Docker



What you'll learn

Develop an asynchronous API with Python and FastAPI

Serve up a machine learning model with FastAPI

Develop a UI with Streamlit

Containerize FastAPI and Streamlit with Docker

Leverage asyncio to execute code in the background outside the request/response flow



Requirements

Intermediate Python Skills

Intermediate Docker Skills



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



Get More Tutorials and Support Us -->> https://FreeCourseWeb.com



We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1 - Introduction/1 - Introduction and App Overview.mp421.7 MB
~Get Your Files Here !/1 - Introduction/2 - FastAPI and Streamlit for Machine Learning Overview.mp413.5 MB
~Get Your Files Here !/1 - Introduction/3 - Docker Installation Guide.mp425.4 MB
~Get Your Files Here !/1 - Introduction/4 - Final Code.html440 B
~Get Your Files Here !/1 - Introduction/src_code/free_images/gabriel-ramos.jpg2.3 MB
~Get Your Files Here !/1 - Introduction/src_code/free_images/man_jumping.jpg1.5 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/config.py310 B
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/Dockerfile278 B
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/inference.py1.1 KB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/main.py1.5 KB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/candy.t714.8 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/composition_vii.t727.1 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/feathers.t717.6 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/la_muse.t724.3 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/mosaic.t717.6 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/starry_night.t724.3 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/the_scream.t717.6 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/the_wave.t724.3 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/models/udnie.t710.7 MB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/backend/requirements.txt64 B
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/docker-compose.yml348 B
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/download_models.sh555 B
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/frontend/Dockerfile169 B
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/frontend/main.py1.8 KB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/frontend/requirements.txt16 B
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/storage/00d3a938-cdc9-4b94-9819-b12bb3505239.jpg126.4 KB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c.jpg169.8 KB
~Get Your Files Here !/1 - Introduction/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c_composition_vii.jpg212.7 KB
~Get Your Files Here !/2 - FastAPI and Docker Backend/5 - Project Setup.mp445.5 MB
~Get Your Files Here !/2 - FastAPI and Docker Backend/6 - FastAPI Backend and Image Transformation Functionality.mp4132.3 MB
~Get Your Files Here !/2 - FastAPI and Docker Backend/7 - Docker Container Setup.mp423.3 MB
~Get Your Files Here !/3 - Streamlit and Docker Frontend/8 - Developing the Streamlit User Interface.mp454.7 MB
~Get Your Files Here !/3 - Streamlit and Docker Frontend/9 - Docker Compose Setup.mp448.7 MB
~Get Your Files Here !/4 - Asynchronous Model Serving/10 - Asynchronous Model Serving with FastAPI.mp466.9 MB
~Get Your Files Here !/4 - Asynchronous Model Serving/11 - Updating the UI to respond to the async server.mp461.7 MB
~Get Your Files Here !/5 - Conclusion/12 - Conclusion and Final Remarks.mp47.7 MB
~Get Your Files Here !/5 - Conclusion/13 - Final Code.html441 B
~Get Your Files Here !/5 - Conclusion/src_code/free_images/gabriel-ramos.jpg2.3 MB
~Get Your Files Here !/5 - Conclusion/src_code/free_images/man_jumping.jpg1.5 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/config.py310 B
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/Dockerfile278 B
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/inference.py1.1 KB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/main.py1.5 KB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/candy.t714.8 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/composition_vii.t727.1 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/feathers.t717.6 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/la_muse.t724.3 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/mosaic.t717.6 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/starry_night.t724.3 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/the_scream.t717.6 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/the_wave.t724.3 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/models/udnie.t710.7 MB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/backend/requirements.txt64 B
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/docker-compose.yml348 B
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/download_models.sh555 B
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/frontend/Dockerfile169 B
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/frontend/main.py1.8 KB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/frontend/requirements.txt16 B
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/storage/00d3a938-cdc9-4b94-9819-b12bb3505239.jpg126.4 KB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c.jpg169.8 KB
~Get Your Files Here !/5 - Conclusion/src_code/style-transfer/storage/5fa5d40f-740b-4e8f-8dfb-c83af106f62c_composition_vii.jpg212.7 KB
~Get Your Files Here !/Bonus Resources.txt386 B

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