An activation function in Neural Networks is a function applied on each node in a layer, such that it produces an output based on its input. Functions such as Sigmoid Function or Step Functions are generally used as Activation functions…
VPS or a Virtual Private Server is a Hosted Cloud Platform, that lets users use Operating Systems on their Computing Devices, which they haven’t configured in Hard Mode. VPS allows users to use the OS without downloading or installing other…
In Linear Algebra, two lines are said to intersect at only one point if they are not equal or parallel. The single point of intersection is also called as the solution to two linear equations. Python can be used to…
The user usually sets an email address in a fashion that the more he or she uses the email address, the more he or she remembers the email address. But there are many use cases in which random email addresses…
Jaccard Distance and Jaccard Similarity (also called as Jaccard Index) are a measurement of similarity between two sets in Set Theory. Jaccard Similarity is highly useful in Natural Language Processing, as they can give a similarity measure between two words…
Comma Separated Values (CSV) is a widely used format to store data. It successfully stores data in the form of rows and columns in an easily parseable format. As the name suggests, the rows in a CSV file are separated…
Downloading all the images from a webpage individually can be a headache and time-consuming progress. Creating a short Python script makes the work easier. A website’s images are usually in .jpg, .jpeg, or .png format. This is useful information as…
An adjacency matrix is a very important concept in Graph Theory. Adjacency Matrix represents a graph in a mathematical format using Matrices. Let’s say the Graph has a ‘V’ number of Vertices. Adjacency Matrix is a Square Matrix of dimensions…
Converting alphabet letters to numbers is common in computer science and programming. This process, known as letter-to-number mapping, involves assigning a numerical value to each letter of the alphabet. Python can accomplish this through various methods, including dictionaries, ASCII values,…
A Legend in a Graph is considered a guide to understanding the graph. When a graph has more than one output, the outputs are usually classified by visually differentiable features such as colors, lines, etc. A legend helps the viewer…