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What Are the Best Data Modeling Methodologies & Processes for My Data Lake?

phData: Data Engineering

With the amount of data companies are using growing to unprecedented levels, organizations are grappling with the challenge of efficiently managing and deriving insights from these vast volumes of structured and unstructured data. What is a Data Lake? Consistency of data throughout the data lake.

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Tips to Build a Robust Data Lake Infrastructure

DareData

Learn how we build data lake infrastructures and help organizations all around the world achieving their data goals. In today's data-driven world, organizations are faced with the challenge of managing and processing large volumes of data efficiently.

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What’s the Difference Between a Data Warehouse and a Data Lake? | Propel Data Analytics Blog

Propel Data

The main difference between data lakes and data warehouses is data lakes allow unstructured data, but data warehouses need structured data.

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Data Engineering Weekly #168

Data Engineering Weekly

The blog narrates how Chronon fits into Stripe’s online and offline requirements. link] Grab: Enabling near real-time data analytics on the data lake Apache Hudi’s Merge On Read (MoR) is a game changer in developing low-latency analytics on top of the data lake.

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An AI Chat Bot Wrote This Blog Post …

DataKitchen

Observability in DataOps refers to the ability to monitor and understand the performance and behavior of data-related systems and processes, and to use that information to improve the quality and speed of data-driven decision making. Query> An AI, Chat GPT wrote this blog post, why should I read it? .

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Data Engineering Weekly #171

Data Engineering Weekly

link] Gradient Flow: Learning from the Past - Comparing the Hype Cycles of Big Data and GenAI The blogs compare the hype cycle of Big Data with Gen AI. The blog narrates the initial hype of Big Data, followed by talent shortages and lead time to build production applications.

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Seamlessly Migrate Your Apache Parquet Data Lake to Delta Lake

databricks

Apache Parquet is one of the most popular open source file formats in the big data world today. Being column-oriented, Apache Parquet allows.