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Data Science in Production: Building Scalable Model Pipelines

Lambda Functions (AWS)

Explore how to deploy machine learning models as serverless functions on AWS Lambda. Understand Lambda's role in integrating AWS components, using triggers, and managing function inputs and outputs. Gain practical skills with command line deployment and prepare to build scalable model endpoints in production environments.

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AWS and GCP

AWS also provides an ecosystem for serverless functions called Lambda. AWS Lambda is useful for gluing different components within an AWS deployment together ...