Ninad Pathak

Let’s say you are building an application and you want to create functionality by which users can download their data locally to their system. The most suitable file format that you can give for downloading can be a PDF. PDF stands for Portable Document Format, a widely used format for distributing documents while preserving actual […]

String interpolation is a technique to add values of variables into placeholders in a particular string. The changes carried out by these methods are dynamically implemented and make it easy for the developers to design a program.  The literal meaning of the word interpolation is to put in between or among others. In this article,

Imagine your favorite coffee shop is closed for renovations. You will obviously start looking for another café that offers a similar atmosphere and your favorite coffee. Similarly, in programming, we encounter situations where we need equivalents for specific functions. Why? Well, Maybe you are a Java programmer working on Python code, and re-programming the entire

One of the most prevalent and in-demand technologies today is machine learning. It is equally crucial to evaluate the model’s performance as it is to design various models. The confusion matrix is employed to evaluate this performance and estimate other characteristics like the model’s accuracy and precision. It is mostly used for supervised learning models where

One of the important metrics that is ubiquitous in analysing data is the maximum. Knowing this measure is critical in multiple aspects of machine learning. One such aspect would be to foresee the bias in the results that a maximum value could inflict. But what if one would like to go beyond finding the maximum

Today we are going to learn about the linear regression model. We are going to learn about plotting or creating a linear regression model for all data points. In this article, we are going to learn or plot this model for a linear equation as well. Before getting into it, we need to understand one

Python can be such a blessing for analyzing data, but it ain’t a single source repository of all information there is. This information extracted in the form of datasets is to be sourced from elsewhere and is to be transferred into Python for making the analysis happen. But not all data are neat and tidy!