Introduction Cryptocurrencies, as a new digital form of currency that operates independently of traditional banking systems, have been making headlines in recent years. While they offer exciting opportunities for investors to capitalize on their potential returns, they also come with increased scrutiny and regulation as governments and financial institutions try to navigate the potential risks […]

Introduction The process of choosing the best combination of assets to attain investment goals while minimizing risk is called portfolio optimization. Historically, this has been accomplished manually, relying on the knowledge of human portfolio managers. Nevertheless, with the rise of machine learning (ML) technology, there is increasing interest in applying ML algorithms to optimize portfolios. […]

During 2022, accumulation plans (PACs) outperformed <<one-time>> investments (PICs) by more than 20 percent. “PIC” and “PAC” are two familiar acronyms for investors, identifying investment modes with significant differences. While a PIC (Capital Investment Plan) consists of investing a certain amount in one lump sum, a PAC (Capital Accumulation Plan) means deferring the investment by […]