Data product development - data science, machine learning, and backend services
Using a surrogate model to interpret a machine learning model
How to explain a machine learning model?
07 Jun 2019
Generalized Linear Models — Using linear regression when the dependent variable does not follow Gaussian distribution
Understanding the GLM from the statsmodels package
05 Jun 2019
PCA — how to choose the number of components?
How many principal components do we need when using Principal Component Analysis?
03 Jun 2019
How to avoid bias against underrepresented target classes while training a machine learning model
The difference between KFold and StratifiedKFold in Scikit-learn
31 May 2019
How to get the value by rank from a grouped Pandas dataframe
How to rank a grouped data frame in Pandas
29 May 2019
The difference between the expanding and rolling window in Pandas
How to use rolling window with datetime (and other types) in Pandas
27 May 2019
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