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In 2023-2024, online scams cost the world over 1 trillion (Global Anti-Scam Alliance), and online marketplaces also brought a large portion of the losses. It is not an amount obtained due to phishing emails or bank breaches. It is created by fake vendors, scam accounts created based on forged identities and fake documents, and it is done freely within the space of the platforms that millions of users use daily. The harm goes beyond those who are victims of fake products as buyers. To marketplace operators, a wave of fraudulent sellers undermines platform credibility, initiates regulatory questioning, and increases chargeback…

The landscape of American higher education is undergoing a seismic shift. As we move through 2026, the traditional boundaries of “Finance” have blurred, replaced by a hybrid discipline fueled by data science, machine learning, and real-time analytics. At the heart of this transformation lies predictive modeling—the engine driving the next generation of financial decision-making. For students enrolled in top-tier US business schools, the challenge is no longer just understanding market trends; it is about building the algorithms that forecast them. The Pivot from Theory to Algorithms Historically, finance curricula focused on fundamental analysis and the efficient market hypothesis. However, the…

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