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Analyze and plot 5.5M records in 20s with BigQuery and Ploomber
May 23, 2022, 1:57 p.m. | Eduardo Blancas
Towards Data Science - Medium towardsdatascience.com
Software Engineering for Data Science
Develop scalable pipelines on Google Cloud using open-source software
Image by author.This tutorial will show how you can use Google Cloud and Ploomber to develop a scalable and production-ready pipeline.
We’ll use Google BigQuery (data warehouse) and Cloud Storage to show how we can transform big datasets with ease using SQL, plot the results with Python, and store the results in the cloud. Thanks to BigQuery scalability (we’ll use a dataset with 5.5M records!) …
analytics analyze bigquery data science google cloud open source plot records software engineering
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