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Business Intelligence Dashboard Taxonomy: Understanding Strategic, Operational, and Analytical Dashboards

A business is much like a sprawling expedition across shifting landscapes. Mountains of market uncertainty rise, rivers of operational challenges flow unpredictably, and forests of customer behaviours change with every season. To navigate this vast terrain, leaders require more than instinct — they rely...

Data Modeling for Unstructured Data: Designing Schemas for NoSQL and Document Databases for Analysis

Designing data models for unstructured information is like preparing a vast, unpredictable forest for exploration. Instead of neat rows of labelled plants, you encounter wild vines, towering trees, and hidden pathways. NoSQL and document databases act as adaptive maps, helping organisations chart strategies through...

Bayesian Network Parameter Learning with EM Algorithm: Utilizing Expectation–Maximization for Hidden Variable Inference in Graphical Probabilistic Models

Bayesian Networks are widely used probabilistic models that represent complex relationships among variables using directed acyclic graphs. They are especially valuable in domains where uncertainty, incomplete data, or hidden factors play a significant role. One of the central challenges in working with Bayesian Networks...

The Human Lens of Intelligent Systems: Technology as a Companion for Social Progress

Imagine intelligence not as a blinking server hidden in a data center, but as a lantern carried through a dark forest. This lantern does not shine on everything at once. Instead, it casts light where it is most needed. Artificial intelligence, when guided with...

Maximum Likelihood Inference Convergence: Why Estimators March Toward the Truth as Data Grows

In statistical modelling, the journey toward truth often resembles navigating through a dense forest with a lantern that becomes brighter as you collect more information. The glow begins dim, revealing little. With every new observation, the path clears, shapes become sharper, and uncertainty dissolves....

Spot Fake Roulette “RNG Patterns” Using 3 Quick Checks

You can’t “see” a real roulette RNG’s pattern in a handful of spins, but you can spot many fake or misleading “RNG pattern” claims (and some rigged demos) by running three quick checks: (1) look for impossible precision (exact cycles, repeating blocks, too-perfect balances),...