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Data Warehouses Vs Operational Data Stores Vs Data Lakes – How To Store Your Data For Analytics

Seattle Data Guy

A few months ago, I uploaded a video where I discussed data warehouses, data lakes, and transactional databases. However, the world of data management is evolving rapidly, especially with the resurgence of AI and machine learning.

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Maintaining Your Data Lake At Scale With Spark

Data Engineering Podcast

Summary Building and maintaining a data lake is a choose your own adventure of tools, services, and evolving best practices. The flexibility and freedom that data lakes provide allows for generating significant value, but it can also lead to anti-patterns and inconsistent quality in your analytics.

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Add Version Control To Your Data Lake With LakeFS

Data Engineering Podcast

Summary Data lakes are gaining popularity due to their flexibility and reduced cost of storage. Along with the benefits there are some additional complexities to consider, including how to safely integrate new data sources or test out changes to existing pipelines.

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Build Your Data Analytics Like An Engineer With DBT

Data Engineering Podcast

Go to dataengineeringpodcast.com/segmentio today to sign up for their startup plan and get $25,000 in Segment credits and $1 million in free software from marketing and analytics companies like AWS, Google, and Intercom.

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How CMS Evaluated and Implemented Its Security Data Lake Strategy with Snowflake

Snowflake

CMS Chief Information Security Officer Rob Wood and Chief information Architect Amine Raounak led an in-depth presentation on their security data lake initiative with Snowflake. The security data lake project enables data-driven decision-making for system and product security at scale within CMS.

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Gearing Up for Gartner Data & Analytics Summit 2025

Monte Carlo

The Gartner Data & Analytics Summit offers an immersive learning experience tailored to help you: Stay Competitive : Hear real-life success stories and learn best practices that can be directly applied to your own data strategies.

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Data Lake vs. Data Warehouse vs. Data Lakehouse

Sync Computing

While data warehouses are still in use, they are limited in use-cases as they only support structured data. Data lakes add support for semi-structured and unstructured data, and data lakehouses add further flexibility with better governance in a true hybrid solution built from the ground-up.