Engineering for Data Science (e4ds) - Snippets Collection of useful data science, machine learning and data engineering topics with code examples linked to posts in my blog engineeringfordatascience.com
Articles about Python and data science best practices
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Which Python string formatting method should you be using in your data science project?
Blog Link
Reproducible ML: Maybe you shouldn't be using Sklearn's train_test_split
Blog Link
Setting up logging for Python projects
Blog Link
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Plotting subplots in a loop
Blog Link
Making impactful charts using plt.suptitle
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(Part 1) Voilà! Interactive Python Dashboards Straight from your Jupyter Notebook
Blog Link
(Part 2) Voilà! Optimising Python Dashboard Performance
Blog Link
(Part 3) Voilà! Deploy your Jupyter Notebook Based Python Dashboard on Heroku
Blog Link
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SQL-like Window Functions in Pandas
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Unit testing in PySpark
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How to save the output of PySpark DataFrame 'show' to a variable
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How to save a PySpark dataframe to a single output file
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How to use fixtures as arguments in parametrize
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Tips for using PyTest
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How to mock sending SMTP emails using PyTest
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How to use allure-pytest and allure-pytest-bdd plugins in the same project
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Google Cloud Platform (GCP)
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Event Driven Data Validation with Google Cloud Functions and Great Expectations
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Google Search Console API with Python
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Web Scraping & Automation
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Export Spotify Playlist to CSV File with Python
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