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Tensorflow Lifetime Value ⭐ 140

Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.

Tensorflow Recommendation Wals ⭐ 126

An end-to-end solution for website article recommendations based on Google Analytics data. Uses WALS matrix-factorization in TensorFlow, trained on Cloud ML Engine. Recommendations served with App Engine Flex and Cloud Endpoints. Orchestration is performed using Airflow on Cloud Composer. See the solution tutorials at:

Dbimport ⭐ 17

DBImport ingestion tool. Handle import, export and standard ETL flows in Hadoop/Hive

Ro Create Pivot Table ⭐ 9

Pivot a table by any number of columns; customization functionalities similar to Excel; includes Airflow operator

Airflow Pyspark Emr ⭐ 7

This project demonstrate how to process data stored in a data lake fashion, transforming it into an OLAP optimized structure by using PySpark. The PySpark Job runs on AWS EMR, and the Data Pipeline is orchestrated by Apache Airflow, including the infrastructure creation and the EMR cluster termination.

ETL repository for DoIT work

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