Data Glossary Lab

BI Interactive Dashboards are advanced data visualization tools that provide a centralized, real-time view of Key Performance Indicators (KPIs) and business metrics. Interactive dashboards allow users to manipulate, filter, and drill down into datasets to uncover hidden insights and trends, facilitating data-driven decision making across an organization.

Backpropagation is the fundamental algorithm used for efficiently training Artificial Neural Networks (ANNs). Essentially, it is a method for calculating the network's prediction error relative to the correct target values and using that error to adjust the network's weights and biases. The process involves two phases: first, the prediction is sent forward (forward pass), and then the error is propagated backward (backward pass) through the network. This backward propagation allows the algorithm to determine how much each neuron and weight contributed to the final error, enabling gradual improvement.

Business Intelligence is the technology-driven process of converting raw data into actionable insights through systematic reporting, interactive dashboards, data visualisation, and analytics to support strategic business decision-making.

A Data Science Bootcamp is an intensive, accelerated training program lasting 3-6 months that teaches Python programming, statistics, machine learning, data visualization, and real-world data science projects.