Databricks Delta Lake — Database on top of a Data Lake
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DataOps — Fully Automated, Low Cost Data Pipelines using AWS Lambda and Amazon EMR
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Every byte of data has a story to tell. The question is whether the story is being narrated accurately and securely. Usually, we focus sharply on the trends around data with a goal of revenue acceleration but commonly forget about the vulnerabilities caused due to bad data management.
Data possesses immense power, but immense power comes with increased responsibility. In today’s world collecting, analyzing and build prediction models is simply not enough. I keep reminding my students that we are in a generation where the requirements for data security have perhaps surpassed the need for data correctness. Hence the need for Privacy By Design is greater than ever.