Articles

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Connecting Humans to the Numbers

2025-07-07

In the era of big data, the business world is awash with numbers. Yet, as any seasoned executive knows, the mere presentation of facts and figures rarely inspires action or lasting recall.

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Statistical Sampling Methods in Large-Scale Inventory Management: Strengths, Weaknesses, and Cloud Implementation

2025-06-20

Inventory management is a critical function for large organizations. Stratified sampling stands out as the most accurate and efficient for large-scale inventory management, particularly when implemented on AWS.

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Data Engineering Lifecycle

2025-04-24

The Data Lifecycle is how the modern enterprise assures the validity of it's most valuable resource. If managed well - data can be a competitive advantage.

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LSTMs - the Modern Workhorse

2025-03-29

LSTMs go back decades. An improvement on RNNs they form the basis for sequence modelling in modern machine learning. Combined with other techniques LSTMs still have much to offer.

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Understanding Recurrent Neural Networks (RNNs)

2025-03-08

Recurrent Neural Networks (RNNs) are a powerful type of artificial neural network designed for sequence prediction tasks such as natural language processing and time-series forecasting.

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