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Understanding Overfitting in Random Forest and Mitigation Strategies with Regularization – By Tewogbade Shakir Overfitting is a common challenge in machine learning, where a model performs exceptionally well on training data but fails to generalize to unseen data. This phenomenon can significantly hinder the model’s predictive capabilities in real-world applications. Random Forest, a powerful ensemble …

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NIGERIA SECURITY UPDATE – MAY 2024 In May 2024, Nigeria experienced significant security incidents highlighting the critical need for intensified efforts across the country. In Tsafe, Zamfara State, bandits invaded a market resulting in over three fatalities and this signifies continuous security challenges in the region. The market invasion in Tsafe not only caused three …

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Nigeria’s Economic Pulse – March 2024 Update 🇳🇬💹 📉 Exchange Rate Evolution: A significant turn as the Naira witnesses a depreciation against the US dollar, roughly around 41% in the official market, and about 30% in parallel markets. This reflects the depth of the exchange rate adjustments as part of broader reforms. 📈 Inflation Insights: …

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The Big Data Wave: Transforming Industries and Lives 🌐 #WhenTheDataIsBig 🚀 In today’s digital era, where every click, swipe, and interaction create a data point. We are riding an unprecedented wave of information. Big Data is not just a buzzword; it’s the heartbeat of modern innovation that