Artificial Neural Network (ANN) Model using Scikit-Learn
Python

Artificial Neural Network (ANN) Model using Scikit-Learn

In this post on Artificial Neural Network (ANN) Model using Scikit-Learn, I will demonstrate how to use the scikit-learn library of python to build an Artificial Neural Network. Before proceeding further, let us first discuss what is an Artificial Neural Network. Artificial Neural Network (ANN) Basically, an Artificial Neural Network (ANN) has comprises of an […]

Long Short Term Memory - An Artificial Recurrent Neural Network Architecture
Python

Long Short Term Memory – An Artificial Recurrent Neural Network Architecture

In this post, I will explain an Artificial Neural (ANN) Network Architecture known as Long Short Term Memory (LSTM). Basically, it is a type of Recurrent Neural Network (RNN). Comparing Different Types of Artificial Neural Networks (ANNs) Before discussing LSTM, let us first understand the difference between a traditional Artificial Neural Network (ANN), and a […]

Visualizing Regression Models with lmplot() and residplot() in Seaborn
Python

Visualizing Regression Models with lmplot() and residplot() in Seaborn

In this article on Visualizing Regression Models with lmplot() and residplot() in Seaborn, I will explain these two methods of the Seaborn package. What is a FacetGrid? Basically, FacetGrid is a class in the Seaborn package that helps us visualize the distribution of one variable. At the same time, we can also visualize the relationship […]

Visualize Regression Models with Seaborn
Python

Visualize Regression Models with Seaborn

Certainly, this is the second article on Data Visualization using the Seaborn package of python. In order to demonstrate regression analysis, today I will explain how to Visualize Regression Models with Seaborn. Before proceeding further, I will briefly explain the regression analysis. What is Regression? Whenever you have one dependent variable and one or more […]