In the trading universe, where risk and uncertainty permeate every decision, the oil futures market emerges as a challenging playing field. This volatile and unpredictable arena, where global macroeconomic forces, geopolitical tensions, changes in energy policies, and fluctuations in supply and demand intertwine to shape price movements, requires intuition, experience, and advanced analytical tools to […]
Goldman Sachs economists suggest that over 300 million jobs could be affected in the next decade, while McKinsey’s analysts call people to update their skills portfolios amid potential risk of labor displacement. The rapid introduction of AI in production technologies and services has been seen as the harbinger for job losses specially for low skill […]
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. […]
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