Linear Regression steps Hi MLEnthusiasts! Today, we will discuss the steps to perform linear regression and in subsequent articles, we will discuss how to perform them by means of case-studies! Understand the problem statement. Generate the hypothesis Making the linear regression model Step 1: Data Preparation Import data View data Check the summary of data […]
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Financial Analytics – Part 3
Introduction Hi MLEnthusiasts! Here’s the part 3 of our financial analytics series. Today, we will be learning how to calculate the cumulative return of the portfolio of securities, given the returns of individual stocks, using python. The Theory Before jumping on code, let’s first understand the theory behind calculating the cumulative return of portfolio of […]
Portfolio Returns using Python: FA3
Portfolio Returns using Python Financial Analytics – Introduction Hi MLEnthusiasts! Here’s the part 3 of our financial analytics series. Today, we will be learning how to calculate the cumulative return of the portfolio of securities, given the returns of individual stocks, using python. You may like to go through part 1 of Financial Analytics series […]
Log Returns using Python: FA2
Log Returns using Python Hi ML Enthusiasts! Through this article, of Financial Analytics series, we’ll be learning the concept of logarithmic rate of return and how to calculate Log Returns using python. So, let’s get started by understanding the concept of Logarithmic Rate of Return which is one of the most asked topic in Financial […]
Financial Analytics – Part 2
Hi MLEnthusiasts! Today, we’ll be learning the concept of logarithmic rate of return and how to calculate it using python. So, let’s get started by understanding the concept of Logarithmic Rate of Return. As time progresses, the investments that we take part in increase and earn a compounded return. For bonds, the compound interest is […]