This post deals with the minimization of the log barrier function that is: where defined as We shall attempt an intuitive explanation on the solution of the following unconstrained minimization problem First off, let’s say our set of inequalities defined by is closed, the […]

The Selenium Python package is automates web driver interaction via Python. Selenium provides a simple API to write functional tests using WebDriver. Selenium Python bindings provide a convenient API to access Selenium WebDrivers like Chrome, Safari, Firefox, Opera, Edge, Blackberry, and many more. This lecture aims at covering all related […]

“True conversational AI is a voice assistant that can engage in human-like dialogue, capturing context and providing intelligent responses. Such AI models must be massive and highly complex,” Sid Sharma from ‘What Is Conversational AI?’. This lecture attempts to demystify conversational AI by covering its counterparts that include, but not […]

The following lecture talks about the Markowitz Portfolio Optimization problem in convex optimization. Indeed, many variants of this problem exists, but the classical one looks like this where is an sized vector containing the amount of assets to invest in. The vector is the mean of the relative […]

ðŸ“šAbout This lecture focuses on the theoretical as well as practical aspects of the Support Vector Machines. It is a supervised learning model associated with learning algorithms that analyze data used for classification and regression analysis. Developed at AT&T Bell Laboratories by Vapnik with colleagues (Boser et al., 1992, Guyon […]

This tutorial is brought to you by DataCamp. The tutorial does the most in rigorously explaining the little bits and pieces of the wonderful Matplotlib. Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Matplotlib makes easy things easy and hard things easier. Contents of […]