Welcome to CodeArmo!

Vectors norms are very important concept in machine learning. L1, L2 & Infinity are 3 Vector Norms of Python. Checkout our article to find how these vector norms are calculated!

An introduction to the mathematics behind vectors, with both visual and Python examples. Finishing with K-Nearest-Neighbours (KNN) example to put it into context.

Downloading stock data from Yahoo Finance using pandas datareader. Calculating the Sharpe, Sortino and Calmar ratios for stocks in the S&P 500 along with a portfolio for comparison. Calculating max drawdown and comparing results using Python.

In this article, we discuss pricing options by Monte Carlo Simulation and geometric Brownian motion using Python. Checkout various Monte Carlo methods for option pricing here!

Learn how to calculate the implied volatility of a European call option using the Newton-Raphson method in Python. A brute force approach is used for comparison.

A beginners guide on everything you need to know about cryptocurrency