I keep coming back to the least cost transportation problem when I need to explain optimization to someone. It’s one of those classic linear programming problems that shows up everywhere in supply chain management, and once you see how to…
I remember when I first came across Maximum Likelihood Estimation. I was working on a project that needed to estimate some unknown parameters, and a colleague suggested I look into MLE. honestly, it sounded more complicated than it actually was.…
I have been building delivery route optimization tools in Python for several years now, and I keep running into the same problem when teaching newcomers: most tutorials either oversimplify the problem or jump straight into external solvers like Google OR-Tools…
Fundamental analysis is one of the most important aspects of a company’s financial analysis. It tells us whether to invest in a company in the long run. We will also learn how to compare two companies in terms of finances.…
Many seasoned swing traders use the ADX indicator to gauge the stock market’s momentum. ADX stands for Average Directional Index, and it helps determine the strength of the underlying trend. In this article, we will learn about the ADX indicator…
Nobody in the world loves traffic. Certainly, people living in the area of Bommanahalli in the city of Bangalore would agree with my words. A traffic jam generally happens when many individual vehicles act in their interest. To solve this…
Linear Regression is a statistical technique that models the relationship between a dependent variable and one or more independent variables. In Python programming language, Numpy gives us a powerful arsenal for multiple operations, making this library an excellent choice for…
Options are among the most actively traded derivatives in financial markets. Experienced traders employ various models to determine the value of an option chain. Given the volatility of stocks and associated trading costs, accurately pricing an option chain is crucial.…
Data is the backbone of decision-making across various industries, from music to cryptography and signal processing. Big consultancy firms value data analysts highly for their ability to interpret complex datasets. A vital tool in their arsenal is the Fast Fourier…
Imagine you are managing a project for a major telecommunications company, such as Airtel or Jio, and your task is to lay cable lines underground efficiently and cost-effectively. This scenario is a perfect application of Prim’s algorithm, a fundamental tool…