Data Science for Portfolio Optimization: Markowitz Mean-Variance Theory

An investment portfolio is a collection of financial assets, such as stocks, bonds, or cryptocurrency, in which an individual invests. An investment is mostly identified by its risk (how volatile the value is) and its return (what is the expected gain). Investors aim to build a portfolio that minimizes risk while maximizing return. Since investments … Read more

Is Africa a Sleeping Crypto Giant?

Africa is the second-largest continent in the world, with almost 20% of the global population and more than 1.46 billion people living there. That’s why the local level of crypto adoption influences global numbers. In terms of crypto regulation, this region still stays in a grey zone. Most nations on this continent haven’t issued any … Read more

A Developer’s Guide: How to Automate a Financial Statement Analysis for Microfinance

In today’s fast-paced world, financial transactions are increasingly conducted electronically. This leads to a large volume of financial transaction statements generated daily from different financial service providers. Analyzing these financial transaction statements manually can be time-consuming causes analysis errors and often lacks efficiency. Lending companies, businesses, and individuals alike face challenges in interpreting financial transaction … Read more

Top 10 Websites to Learn SQL and Database Online

Hello folks, SQL is one of the most important skills in today’s increasingly data-driven world. It’s not just important for any programmer like a Java, C++, Python, JavaScript, or Ruby developer but also for people who are learning Data Science and Data analysis. You may not believe it, but in my 20 years as a … Read more