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COSC481W-2024Fall
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MLite
A user-friendly ML platform that lets non-experts upload datasets, receive model suggestions, schedule training, and deploy models for real-time predictions
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Training scheduler api
#39
Closed
zsabri91
closed
2 weeks ago
zsabri91
commented
2 weeks ago
Features:
Integrated AWS SQS to facilitate the sending of training requests for machine learning processes.
Implemented a send_training_request function to structure and send messages to the SQS FIFO queue.
Developed a process_messages function to receive and delete messages after processing, ensuring that training requests are handled efficiently.
Created a guide (sqs_setup.md) detailing the setup of AWS SQS for training request handling, including queue creation and IAM permissions.
Configured AWS credentials and SQS client initialization within the application for secure communication with AWS services.
Testing
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Issue: #25
Features:
Testing
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Issue: #25