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Post 3
All That Is Solid Melts Into Graphs
Reshaping Pandas dataframes with a real-life example, and graphing it with Altair.
Post 5
Importing Excel Datetimes Into Pandas, Part II
Import dates & times from Excel .xlsx files into Pandas!
Post 6
Tuning Machine Learning Hyperparameters with Binary Search
Tune the n_estimators parameter in for a Random Forests classifier in scikit-learn in Python.
Post 7
Tuning Random Forests Hyperparameters with Binary Search Part II: max_depth
Tune the max_depth parameter in for a Random Forests classifier in scikit-learn in Python
Post 8
Tuning Random Forests Hyperparameters with Binary Search Part III: min_samples_leaf
Tune the min_samples_leaf parameter in for a Random Forests classifier in scikit-learn in Python .
Post 9
Using Random Forests for Feature Selection with Categorical Features
Python helper functions for adding feature importance, and displaying them as a single variable.
Post 10
Downcast Numerical Data Types with Pandas
Using an Example Where We Downcast Numerical Columns.
Post 11
Removing Duplicate Columns in Pandas
Dealing with duplicate column names in your Pandas DataFrame.