What is Linearity in Linear Regression?
What is Linearity in Linear Regression? - Linearity in linear regression is the condition between the target variable and the weight vectors. This video demo...
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Python based Bias-Variance Tradeoff example
End your bias about Bias and Variance. All machine learning models are incorrect. How do you decide the optimum model complexity using bias and variance. Her...
Lambda, Map, Filter, Reduce Functions in Python
The lambda, map, filter, and reduce functions simplify the job of working with lists. In this video, I will show you how to use each function in 1 simple ex...
Numpy Axis 3-Dimensional Intuition
This video aims at developing an intuition around how the axis works for a 3-dimensional numpy array.
Axis in Numpy Pandas
This is a small video demonstrating the use of axis function in numpy arrays and pandas dataframe.