AWS for Data Science: End-to-End Machine Learning Deployment on AWS (Lambda, Docker & API Gateway)
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AWS for Data Science: End-to-End Machine Learning Deployment on AWS (Lambda, Docker & API Gateway)
Learn how to take your data science and machine learning models from a local notebook to a production-ready, serverless API on AWS. In this comprehensive lecture, we walk through the entire MLOps lifecycle using the Iris dataset as a case study. We will cover how to package a Random Forest model using Docker, push it to Amazon Elastic Container ...
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