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Configure, Don't Code: How Declarative Data Stacks Enable Enterprise Scale

Simon Späti

Imagine building enterprise data infrastructure where you write 90% less code but deliver twice the value. On the flip side, closed-source platforms offer unified experiences but trap you in their ecosystems where you can’t access the code or extend beyond their feature sets in case of need.

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Abstracting column access in PySpark with Proxy design pattern

Waitingforcode

However, it also complexities the code. Probably, some of you have already seen, written, or worked with the code like this. One of the biggest changes for PySpark has been the DataFrame API. It greatly reduces the JVM-to-PVM communication overhead and improves the performance.

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Data logs: The latest evolution in Meta’s access tools

Engineering at Meta

Here we explore initial system designs we considered, an overview of the current architecture, and some important principles Meta takes into account in making data accessible and easy to understand. Users have a variety of tools they can use to manage and access their information on Meta platforms. feature on Facebook.

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10 MongoDB Mini Projects Ideas for Beginners with Source Code

ProjectPro

This data can be accessed and analyzed via several clients supported by MongoDB. It is also compatible with IDEs like Studio3T, JetBrains (DataGrip), and VS Code. Link to the source code. Typically, the application has a few administrators and will provide access to large files that can be shared with specific permissions.

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Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.

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10 Unique Business Intelligence Projects with Source Code 2025

ProjectPro

10 Unique Business Intelligence Projects with Source Code for 2025 For the convenience of our curious readers, we have divided the projects on business intelligence into three categories so that they can easily pick a project on the basis of their previous experience with BI techniques. influence the land prices.

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15 Data Visualization Projects for Beginners with Source Code

ProjectPro

Get FREE Access to Machine Learning Example Codes for Data Cleaning , Data Munging, and Data Visualization 3) Boxplot with Seaborn Seaborn is another statistical graphics library in Python built on top of matplotlib. Access Data Science and Machine Learning Project Code Examples Let’s Make it Picture Perfect!

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