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Data Eng Articles

Explore real-world engineering experiences from top tech companies.

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Squareup logoSquareup
01 min read
Data Engineering•2024-09-30

Enhancing Data Quality Using Better Designed ETLs

This article presents an ETL design document template used at Square to improve data quality, team consistency, and documentation practices.

Data Science
Paypal logoPaypal
21 min read
Data Engineering•2024-02-21

Leveraging Spark 3 and NVIDIA’s GPUs to Reduce Cloud Cost by up to 70% for Big Data Pipelines

PayPal shares how they reduced Apache Spark job cloud costs by up to 70% by migrating from CPU-based Spark 2 to GPU-accelerated Spark 3 using NVIDIA's Spark RAPIDS.

cloud-computing
gpu
big-data
machine-learning
apache-spark
Squareup logoSquareup
01 min read
Data Engineering•2024-01-17

Peer Reviews for Data Science

This post describes the peer review process for data science work developed at Square, drawing from both software code reviews and academic peer review traditions.

Data Science
BBC logoBBC
41 min read
Data Engineering•2022-09-21

UK Bank Holidays with Pandas on Jupyter

This post explains how to fetch and manipulate UK Bank Holidays JSON data using Pandas on a Jupyter Notebook to produce a queryable DataFrame.

data-science
jupyter-notebook
python
pandas
kaggle