Beginner question about transformation

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  • Apache Spark

    Apache Spark - A unified analytics engine for large-scale data processing

  • You should also consider distribution of data because in a company that has machine learning workflows, the same data may need to go through different workflows using different technologies and stored in something other than a data warehouse, e.g. feature engineering in Spark and loaded/stored in binary format such as Parquet in a data lake/object store.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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