Subin Alex·Jan 25, 2025From Amoeba to Airplanes: A Hypothetical Evolutionary JourneyImagine starting life as an amoeba, a single-celled organism with no brain, no capacity for thought, and no awareness of the world beyond…
Subin Alex·Aug 24, 2024How Neural Networks Find True Positive Alerts in Transaction Monitoring SystemsIn today’s financial institutions, transaction monitoring systems play a vital role in detecting suspicious activities. One of the biggest…
Subin Alex·Aug 18, 2024Unraveling Univariate Regression: Understanding Least Squares and InferenceUnraveling Univariate Regression: Understanding Least Squares and Inference
Subin Alex·Aug 4, 2024The Hidden Power of Percentages: Unveiling Surprising InsightsThe Hidden Power of Percentages: Unveiling Surprising Insights
Subin Alex·Aug 3, 2024Understanding Single Point Estimates in Machine LearningIn the world of machine learning, predictions often come in the form of single point estimates. But what does this mean, and how does it…
Subin Alex·Aug 3, 2024Comparing Shallow and Deep Neural Networks: A Detailed AnalysisWhen designing neural networks, one common decision is whether to use a shallow or deep architecture. Both have their advantages and…
Subin Alex·Aug 3, 2024Comprehensive Guide to Constructing Piecewise Linear Functions Using Hidden Units with ReLU…Comprehensive Guide to Constructing Piecewise Linear Functions Using Hidden Units with ReLU Activations
