Seaborn

Seaborn Scatter Plots in Python: Complete Guide

In this complete guide to using Seaborn to create scatter plots in Python, you’ll learn all you need to know to create scatterplots in Seaborn! Scatterplots are an essential type of data visualization for exploring your data. Being able to… Read More »Seaborn Scatter Plots in Python: Complete Guide

Creating Pair Plots in Seaborn with sns pairplot

In this tutorial, you’ll learn how to create pair plots in Seaborn, using the sns.pairplot() function. These visualizations plot pairwise relationships in a dataset so that each variable in a dataset will be plotted against each other variable in the… Read More »Creating Pair Plots in Seaborn with sns pairplot

How to Calculate Mean Squared Error in Python

The mean squared error is a common way to measure the prediction accuracy of a model. In this tutorial, you’ll learn how to calculate the mean squared error in Python. You’ll start off by learning what the mean squared error… Read More »How to Calculate Mean Squared Error in Python

Linear Regression in Scikit-Learn (sklearn): An Introduction

In this tutorial, you’ll learn how to learn the fundamentals of linear regression in Scikit-Learn. Throughout this tutorial, you’ll use an insurance dataset to predict the insurance charges that a client will accumulate, based on a number of different factors. You’ll… Read More »Linear Regression in Scikit-Learn (sklearn): An Introduction

Calculate and Plot a Correlation Matrix in Python and Pandas

In this tutorial, you’ll learn how to calculate a correlation matrix in Python and how to plot it as a heat map. You’ll learn what a correlation matrix is and how to interpret it, as well as a short review… Read More »Calculate and Plot a Correlation Matrix in Python and Pandas

Seaborn Boxplot – How to Create Box and Whisker Plots

Learn how to create a Seaborn boxplot, including how to add styles, titles, axis labels and add grouped boxplots.

Seaborn lineplot – Create Line Plots with Seaborn

Learn how to use the Seaborn line plot andrelplot functions to create beautiful line charts, add titles, customize styles, multiple line charts.

Seaborn barplot() – Create Bar Charts with sns.barplot()

Learn how to use the Seaborn barplot and countplot functions to create beautiful bar charts, add titles, customize styles, group bar charts.

Seaborn in Python for Data Visualization

In this tutorial, you’ll learn how to create a wide variety of different plots using Seaborn, as well as how to apply different styling options to these plots.

Plotting a Histogram in Python with Matplotlib and Pandas

Learn what histograms are and how to create them in Python with Matplotlib and Pandas.