Scaling Inputs during Prediction using Sklearn’s StandardScalar
Scikit Learn’s preprocessing module has a StandardScaler function which helps us scale our data between -1 to 1. However, this process is done during the pre...
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How to avoid Multicollinearity in Categorical Data?
pd.get_dummies silently introduces multicollinearity in your data. In this tutorial, we will walk through a simple example on how you can deal with the multi...
Treat Missing Data in Python Pandas using dropna, fillna
Most datasets contain “missing values”, meaning that the data is incomplete. Deciding how to handle missing values can be challenging! In this video, I’ll co...
Documenting Python Flask RESTful API with Swagger
In this tutorial, we will walk through a simple example to demonstrate how you can integrate swagger ui with your python flask applications using flassger li...
Polynomial Linear Regression Tutorial
In this tutorial, we will walk a simple example to demonstrate the power of polynomial linear regression. We will also see what is the difference between nor...