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Tips to Build a Robust Data Lake Infrastructure

DareData

If you work at a relatively large company, you've seen this cycle happening many times: Analytics team wants to use unstructured data on their models or analysis. For example, an industrial analytics team wants to use the logs from raw data. The Data Warehouse(s) facilitates data ingestion and enables easy access for end-users.

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How Rockset Enables SQL-Based Rollups for Streaming Data

Rockset

It eliminates the cost and complexity around data preparation, performance tuning and operations, helping to accelerate the movement from batch to real-time analytics. The latest Rockset release, SQL-based rollups, has made real-time analytics on streaming data a lot more affordable and accessible.

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Rollups on Streaming Data: Rockset vs Apache Druid

Rockset

They are an essential part of the modern data stack for powering: Real-time search applications Social features in the product Recommendation/rewards features in the product Real-time dashboards IoT applications These use cases can have several TBs per day streaming in - they are literally data torrents.

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Python for Data Engineering

Ascend.io

We’ll explore its advantages, delve into its applications, and highlight why Python is increasingly becoming the first choice for data engineers worldwide. Why Python for Data Engineering? As the field of data engineering evolves, the need for a versatile, performant, and easily accessible language becomes paramount.

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Data Pipeline- Definition, Architecture, Examples, and Use Cases

ProjectPro

Keeping data in data warehouses or data lakes helps companies centralize the data for several data-driven initiatives. While data warehouses contain transformed data, data lakes contain unfiltered and unorganized raw data. What is a Big Data Pipeline?

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AWS QuickSight vs Power BI: Top Differences & Similarities

Knowledge Hut

Example: Imagine that your team is analyzing sales data for an internet consumer company with millions of transactions that happen weekly. QuickSight's SPICE engine stores the aggregated data in memory, allowing very fast query response times.

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Unlock the Power of Your Marketing Data with Snowflake Connector for Google Analytics

Snowflake

Google Analytics, a tool widely used by marketers, provides invaluable insights into website performance, user behavior and critical analytic data that helps marketers understand the customer journey and improve marketing ROI. The data is transferred directly from where it resides to your Snowflake account and encrypted in transit.

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