Code Snippet Corner (page 2)

Real-world examples of Python snippets used to solve complex data problems, primarily leveraging Pandas and related libraries.

Tuning Machine Learning Hyperparameters with Binary Search

Code Snippet Corner

Tuning Machine Learning Hyperparameters with Binary Search

Tune the n_estimators parameter in for a Random Forests classifier in scikit-learn in Python.

Importing Excel Datetimes Into Pandas, Part II

Code Snippet Corner

Importing Excel Datetimes Into Pandas, Part II

Import dates & times from Excel .xlsx files into Pandas!

Importing Excel Datetimes Into Pandas, Part I

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Importing Excel Datetimes Into Pandas, Part I

Parse dates and times from Excel .xlsx correctly when using Pandas.

Lazy Pandas and Dask

Lazy Pandas and Dask

Speed up data analysis by parallelizing your DataFrames.

All That Is Solid Melts Into Graphs

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All That Is Solid Melts Into Graphs

Reshaping Pandas DataFrames with a real-life example, and graphing it with Altair.

Trash Pandas: Messy, Convenient Database Operations via Pandas

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Trash Pandas: Messy, Convenient Database Operations via Pandas

Using Pandas with databases wrong way, and how to clean it up with SQLAlchemy.

A Dirty Way of Cleaning Data (ft. Pandas & SQL)

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A Dirty Way of Cleaning Data (ft. Pandas & SQL)

Cleaning data in Pandas the dirty way.

Getting Conda Environments To Play Nicely With Cron

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Getting Conda Environments To Play Nicely With Cron

Set up CRON jobs to interact with Conda environments.