Ridge Regression

Overview Of Ridge Regression Introduction Applications of Ridge Regression. Mathematics for Ridge Regression. Algorithm for Ridge Regression. Implement a Ridge regression model with sci-kit learn. Summary Introduction Applications of Ridge…

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Customization in matplotlib part-2

Introduction In this tutorial, we will discuss spines, styles, lifestyle and makers in this customization blog. We have used one dataset throughout the series of matplotlib that is of Automobiles/Cars…

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Customization in graph

Introduction In this tutorial of matplotlib, we are going to talk about customization in graphs like how to add labels (% in graphs), rotating labels and adjust plots to make…

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Box Plot and Sub Plot

Introduction Box plot basically gives a nice summary of a numerical variable like median, max, min value etc. The end of the box shows the upper and lower quartile. Extreme…

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Area Plot and Stack Plot

Introduction Area Chart is like it shows the area which particular column covers in a particular range. We can assume area plot as the line plot which also shows the…

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Scatter and Bubble Plot

Introduction Till now, we have seen Line Plots, Bar chart and Histogram and how to build them using matplotlib. Now it is a turn of Scatter plot and Bubble plot.…

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Linear Algebra

In numpy, we have one module linalg for all the functionalities for linear algebra. Like dot products, decomposition, solving equations etc. We will see some of the functions with some…

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Matrix Library

Numpy has a matrix library which has all the function in numpy subspace. It will return matrices instead of nd-arrays. Some functions are like empty, zeros, ones, eyes. Some of…

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Copies and Views

While copying the arrays in numpy, it is copying in a different manner if we use to view and copy function. We will see the difference between copy and view…

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Byte Swapping

Byte Swapping It often happens that the memory that you want to view with an array is not of the same byte ordering as the computer on which you are…

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