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Backend Engineer: Fresher to Infilect-Ready
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Module 7
Asynchronous Task Processing with Celery and Redis
1
Synchronous vs. Asynchronous Web Execution
Explain the difference between synchronous and asynchronous execution in a web context.
2
Understanding the Producer-Consumer Pattern and Message Queues
Describe the producer-consumer pattern and the role of a message queue.
3
Celery Integration with Django and Redis
Integrate Celery into a Django project with Redis as the message broker.
4
Background Tasks for Long-Running Processes
Define and execute background tasks for long-running processes like simulated image processing.
5
Celery Task Retries and Error Handling
Implement automatic task retries and error handling strategies within Celery.
6
Scheduling Periodic Tasks with Celery Beat
Schedule periodic backend jobs using Celery Beat.
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Data Modeling and Database Optimization with PostgreSQL
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Integrating and Serving Machine Learning Models