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End-to-End NLP Project with Hugging Face, FastAPI, and Docker
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March 8, 2024
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From Chaos to Consistency: Docker for Data Scientists Background What’s Docker? Docker Technical Features Installing Docker Deploying With Docker Example Summary & Further Thoughts References & Further Reading Connect With Me!
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May 27, 2023
1
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Sending Docker Images to Amazon ECR using jenkins pipeline →Aws part 11 Create a Jenkins Pipeline: Here’s is code given below :
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May 8, 2023
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Deploy ML Models with AWS Lambda & Ephemeral Storage Prerequisites 1. ML Model 2. Lambda Function 3. Docker Image 4. Infrastructure Limitations and making the Solution scalable
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April 24, 2023
2
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Introduction to ML Deployment: Flask, Docker & Locust Introduction What’s “deployment” anyway? Setup Project Overview What’s Flask? Create Flask App Containerise Flask App Test Flask App Summary
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March 2, 2023
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