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Defense in Depth
How to Prime Your Data Lake
Sep 14, 2023
The podcast discusses the challenges and solutions of ingesting data into data lakes, the power and complexity of data lakes, extracting value from a data lake, using data lakes for security, the importance of data collection and linking, and the significance of prioritizing data quality in a data lake.
27:18
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Quick takeaways
- Priming a data lake requires a thoughtful approach, starting with identifying the questions and problems it aims to solve.
- Proper data formatting and structuring is essential for the usability and effectiveness of a data lake, with standardized data organization and the use of tools like OCSF being beneficial.
Deep dives
The Power and Complexity of Data Lakes
Data lakes have the potential to provide valuable insights, but priming them with the right data can be challenging due to their complexity. While data lakes offer powerful capabilities, they require a thoughtful approach to derive value from them. Start by considering the questions you want to answer and the problems you want to solve with the data. This will help guide the ingestion process and ensure that the data is structured and normalized for easy access and usability. By approaching data lakes with a clear objective in mind, organizations can accelerate their progress and extract valuable insights.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode