Auto scaling on Azur for ML python code teach me

In Bearbeitung Veröffentlicht vor 8 Monaten Bezahlt bei Lieferung
In Bearbeitung Bezahlt bei Lieferung

1. ML project end to end development on Azur

2. Any python package installed by pip can be used for this ML project

3. Build with Automatic scaling a customized model training for python code ML model provided by me or you can use your code if I like it

4. Build with Automatic scaling a customized inference

5. Automatic scaling, load balancing to handle 1234 requests/sec, requests done by python from any computer on web

6. many VMs Distributed training with Hyperparameters search

7. many VMs Distributed Preprocessing

8. many VMs Distributed Inference

9. requests implemented by python for predictions may be done from any computer on web no credentials needed (not ssh or any remote connection to azure)

10. no GUI design, but all done by python SDK

11. basic ML code and data will be provided

YOU PROVIDE PYTHON CODE AND

VIDEO WITH EXPLANATIONS STEP BY STEP HOW TO DO

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PROJECT ACCEPTANCE : I CAN DO BY MYSELF

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TIME MAX 1 WEEK

Testing :

1 I use your python code which hosted on my cloud project created by me using your instructions.

2 Make sure there are no dropped requests ( requests without response )

3 Many requests are sent in parallel from differnt computers : REQUEST is id and text data

When predictions are received: unique ID is used to match prediction and request text data

Response: id and prediction

Id to confirm it is the same request text what was sent for prediction

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I do not give you access to my azure account

make development on your azure account

Python Linux Machine Learning (ML) Microsoft Azure DevOps

Projekt-ID: #37148759

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