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1. ml-pipeline ml-pipeline Public

   Auto-scaling ML pipeline for customer segmentation + GenAI insights. One-command AWS deployment with cost optimization.

   Jupyter Notebook

2. Example-FX-Trading-System-SQLDataModel Example-FX-Trading-System-SQLDataModel Public

   Data model and stored produced used for complex FX trading platform. Note critical tables are intentionally missing, this just for learning.

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3. AWS-CDK-Fargate-CI-CD-Example AWS-CDK-Fargate-CI-CD-Example Public

   Example: developer self-service interface Infrastructure as code to manage AWS resources using AWS Cloud Development Kit (AWS CDK)

   TypeScript 1

4. cdk-compliant-aurora-nextjs cdk-compliant-aurora-nextjs Public

   AWS CDK project for RDS Aurora MySQL, Amplify CI/CD for Next.js web app, and Pinpoint. This project aims to pass SOC 2, GDPR, and HIPAA controls by applying good practices, including VPC creation, …

   TypeScript 6 1

5. aws-samples/amplify-ai-examples aws-samples/amplify-ai-examples Public

   TypeScript 56 67

6. Example of using scikit-learn for li... Example of using scikit-learn for linear regression with financial data

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   '''

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   https://www.datacamp.com/tutorial/sklearn-linear-regression

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   See: Summarizing model results

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   https://github.com/aws-samples/sagemaker-hosting/blob/main/Advanced-Model-Deployment/MME-DJL/sklearn-djl-mme.ipynb

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   https://towardsdatascience.com/deploying-a-pre-trained-sklearn-model-on-amazon-sagemaker-826a2b5ac0b6/