Google GCP production with Auto scaling for my simple ML python code
$30-250 USD
Paid on delivery
EASY PROJECT IF YOU KNOW GCP ML – SIMPLE ML CODE I GIVE YOU, YOU ONLY ASKED HOW TO DEPLOY
I give you base code and data or you can use your code and data if I like it
[login to view URL] you did similar projects in past
1. ML project end to end development on Google GCP
2. Any python package installed by pip potentially can be used for this ML project – fully customised ML project capability
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 - as more request as more VMs used and as less request as less VMs used (fast VMs number adjustment )
5. Automatic scaling, load balancing to handle 1234 requests/sec, requests done in parallel by python from any many computer on web
6. many VMs Distributed ML model Training with Hyperparameters search
7. many VMs Distributed Preprocessing (optional)
8. many VMs Distributed Inference
9. requests implemented by python running on windows computer. Predictions may be done from any computer on web no credentials needed (not ssh or any remote connection to GCP with credentials)
10. no GUI design, but all done by python SDK
11. basic ML code and data will be provided or you can use your code and data if I like it
YOU PROVIDE PYTHON CODE for GCP AND
VIDEO (my guess it will be around 60 minutes video) WITH EXPLANATIONS STEP BY STEP HOW TO DO
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PROJECT ACCEPTANCE : I CAN DO BY MYSELF on my GCP account
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TIME MAX 1 WEEK
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Testing :
0. Do local computer prediction
1 For cloud prediction I use your python code which hosted on my GCP cloud project created by me using your instructions.
2 Make sure there are no dropped requests. Test in python code for requests if there are requests without correct response (calculate prediction for request locally and then compare with returned from GCP )
3 Many requests are sent in parallel from different computers: REQUEST consists of unique ID and textual data
4 Response: unique ID and prediction
5 When predictions are received: unique returned ID is used to match ID from GCP prediction and request text data local prediction.
ID to confirm it is the same request text used on GCP what was sent for prediction
6 compare local and remote prediction, calculate how many are the same
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I do not give you access to my GCP account
make development on your GCP account
Project ID: #37263306
About the project
22 freelancers are bidding on average $160 for this job
Hi , I'm sure that I can do this job. I'm artificial intelligence engineer experienced in Data Science & Machine/Deep Learning using Python programming. Here you can find some of my clients reviews ([login to view URL] More
Hello, I have 10 years of experience in GCP I will help you to deploy ML python code to GCP production with Auto scaling Regards, VishnuLal
Hi, I have +5 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day
⭐ Hello, How are you? ⭐ I am a passionate professional WEB developer who have rich experiences and high skills. I am very familiar with Python, Machine Learning (ML), GCP AI, Data Science and Cloud Computing. I have bu More
hello i have 5 + years of experience in machine learning and python and can help in deploying your project over gcp
✔️Hi, Sander S.! I am reaching out to express my interest in the position as a seasoned full-stack developer with 7 years of experience in web development. I possess a wide range of proficiency in technologies such as More
Hey Mate Sander S., Good morning! I am an expert mobile software engineer with skills including GCP AI, Cloud Computing, Data Science, Machine Learning (ML) and Python. Please send a message to discuss more regar More
Hey, I hope you are doing well. Your project involves end-to-end ML development on Google GCP, focusing on customized model training, automatic scaling, and distributed ML capabilities. I will utilize Python and GCP' More
Hello! How are you? I am an experienced Google GCP cloud engineer with strong expertise in data science and machine learning. I am highly skilled in setting up GCP projects with auto scaling for ML production tasks. I More
