[ WebToolTip com ] Udemy - ML Model Deployment - Flask, FastAPI, Docker, Kubernetes
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[ WebToolTip com ] Udemy - ML Model Deployment - Flask, FastAPI, Docker, Kubernetes
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Torrent File Content (155 files)
[ WebToolTip.com ] Udemy - ML Model Deployment - Flask, FastAPI, Docker, Kubernetes
Get Bonus Downloads Here.url -
Get Bonus Downloads Here.url -
180 bytes
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10 - Capstone/34. Quiz Worked solution walkthrough.html -
10 - Capstone/34. Quiz Worked solution walkthrough.html -
19.68 KB
10 - Capstone/48. Capstone brief ship a model three ways.mp4 -
21.55 MB
10 - Capstone/48. Capstone brief ship a model three ways_en-US.srt -
9.31 KB
10 - Capstone/50. Where to go next.mp4 -
21.03 MB
10 - Capstone/50. Where to go next_en-US.srt -
9.24 KB
10 - Capstone/Datasets/figures.json -
655 bytes
10 - Capstone/Datasets/loan_scoring.csv -
1.55 MB
10 - Capstone/Datasets/model.joblib -
1.2 KB
10 - Capstone/Datasets/model.pkl -
1.41 KB
10 - Capstone/Datasets/model_int8.npz -
590 bytes
10 - Capstone/Datasets/payload_example.json -
318 bytes
10 - Capstone/Datasets/technical_constants.json -
2.06 KB
10 - Capstone/lab/Dockerfile -
252 bytes
10 - Capstone/lab/Lab_2.10.py -
33.78 KB
10 - Capstone/lab/Lab_2.4.py -
29.24 KB
10 - Capstone/lab/Lab_4.2.py -
47.1 KB
10 - Capstone/lab/Lab_5.3.py -
65.76 KB
10 - Capstone/lab/Lab_9.1.py -
43.73 KB
10 - Capstone/lab/Lab_9.3.py -
52.83 KB
10 - Capstone/lab/README.md -
4.16 KB
10 - Capstone/lab/app.py -
2.6 KB
10 - Capstone/lab/dockerignore -
47 bytes
10 - Capstone/lab/k8s/loan.yaml -
1.19 KB
10 - Capstone/lab/requirements.txt -
311 bytes
2 - Orientation/1. Quiz Model deployment overview.html -
20.81 KB
2 - Orientation/2. Quiz Train offline, serve fast.html -
20.66 KB
2 - Orientation/2. What this course is, and who it is for.mp4 -
21.35 MB
2 - Orientation/2. What this course is, and who it is for_en-US.srt -
9.29 KB
2 - Orientation/5. Setting up Docker, Python and a local cluster.mp4 -
19.93 MB
2 - Orientation/5. Setting up Docker, Python and a local cluster_en-US.srt -
8.44 KB
2 - Orientation/Datasets/figures.json -
655 bytes
2 - Orientation/Datasets/loan_scoring.csv -
1.55 MB
2 - Orientation/Datasets/model.joblib -
1.2 KB
2 - Orientation/Datasets/model.pkl -
1.41 KB
2 - Orientation/Datasets/model_int8.npz -
590 bytes
2 - Orientation/Datasets/payload_example.json -
318 bytes
2 - Orientation/Datasets/technical_constants.json -
2.06 KB
2 - Orientation/lab/Lab_1.1.py -
17.14 KB
2 - Orientation/lab/Lab_1.4.py -
16.73 KB
2 - Orientation/lab/README.md -
2.94 KB
3 - From notebook to service/10. Quiz Async, and when it helps.html -
20.66 KB
3 - From notebook to service/15. Hands-on porting the prediction endpoint to FastAPI.mp4 -
23.93 MB
3 - From notebook to service/15. Hands-on porting the prediction endpoint to FastAPI_en-US.srt -
9.48 KB
3 - From notebook to service/3. Quiz Serialising a model.html -
20.63 KB
3 - From notebook to service/4. Quiz Deployment using Flask.html -
20.35 KB
3 - From notebook to service/5. Quiz A JSON prediction API and a client.html -
19.58 KB
3 - From notebook to service/6. Quiz Input validation.html -
19.64 KB
3 - From notebook to service/7. Hands-on training and pickling a model.mp4 -
21.61 MB
3 - From notebook to service/7. Hands-on training and pickling a model_en-US.srt -
9.33 KB
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