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Adam Optimizer: An Optimization Algorithm That Combines the Advantages of Adaptive Gradient Algorithm and Root Mean Square Propagation
Education

Adam Optimizer: An Optimization Algorithm That Combines the Advantages of Adaptive Gradient Algorithm and Root Mean Square Propagation

by MonaFebruary 16, 2026

Training a machine learning model is not only about choosing the right architecture or features. It is also about how efficiently you can minimise the loss function so the model learns useful patterns. This is…

Anomaly Detection in High-Velocity Data: Employing Isolation Forest and One-Class SVM Algorithms
Education

Anomaly Detection in High-Velocity Data: Employing Isolation Forest and One-Class SVM Algorithms

by MonaJanuary 2, 2026January 5, 2026

Introduction Imagine standing beside a speeding bullet train, watching thousands of carriages rush past every minute. Each carriage looks nearly identical, yet every now and then, one flashes by with a tiny but critical flaw.…

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