GitHub - ybalbert001/ltv_aws_solution: This is a LTV(Life Time Value) mock project which base on the AWS infra.

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This is a LTV(Life Time Value) mock project which base on the AWS infra.

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Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
dynamodb_writer		dynamodb_writer
inference		inference
mwaa-etl		mwaa-etl
README.MD		README.MD

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介绍

/dynamodb_writer 主要用于模拟数据埋点，发送数据到dynamodb
/inference 通过redshift Data API ad-hoc的进行推理
/mwaa-etl
- 以redshift为etl数据处理的核心
  - 以上游的dynamodb或者aurora 以实时注入等zero-etl的方式作为数据输入
  - 通过 redshift-ml 进行自动的模型训练和部署
- 以mwaa(托管airflow) 作为调度工具
  - 进行 T+1 的模型更新
  - 进行分钟级的近实时的结果推理

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This is a LTV(Life Time Value) mock project which base on the AWS infra.

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