Data Science
Data Visualisation
Intelligent Systems
Enterprise Project
Modelling Tools
100

The process of uncovering patterns and trends in large datasets to support predictions and decisions.

Data Mining

100

A multidimensional visualisation tool used in spreadsheets to summarise and explore data.

Pivot Table

100

A computer program designed to mimic human problem-solving using “if–then” rules.

Expert System

100

Testing a system’s ability to handle large amounts of data to ensure performance, reliability, and accuracy under heavy data loads.

Volume Testing

100

Visual representations of how data moves through a system, showing inputs, processes, outputs, and data stores.

Data flow diagrams

200

A function that searches for a value in the leftmost column and returns a value in the same row from a specified column.

VLOOKUP

200

A statistical measure showing how strongly two variables are related

Correlation

200

Unique biological measurements or behavioral patterns that can be used to identify individuals

Biometrics

200

A visual representation of project tasks against time, often used to track progress. 

Gantt Chart

200

Diagrams that show the sequence of processes, data flows, and decisions in a system using standardised symbols.

System flowcharts

300

The process of cleaning and transforming raw data into a usable format, removing errors, and resolving inconsistencies.

Data Wrangling

300

A visual interface that displays key metrics, trends, and data summaries in real time to support enterprise decision-making.

Dashboard

300

Computer-based system that can reason, learn, and act autonomously to achieve goals by adapting to changing environments and inputs.

Intelligent System

300

Creating a tangible, early version of a product or service to test and refine ideas before final development.

Prototyping

300

Graphical models that represent decisions by classifying or predicting outcomes through breaking down complex decisions into a series of simpler "if this, then that" rules.

Decision trees

400

A technique that reduces a large dataset into smaller, meaningful subsets by grouping rows based on common attributes.

Data Aggregation

400

A diagram used to display frequency distributions where values are grouped into ranges.

Histogram

400

Assists users in making informed decisions by analysing data, generating insights, and presenting actionable options.

Decision support systems

400

The process of checking that an enterprise system meets user requirements and performs its intended purpose correctly.

Validation

400

A visual sequence of sketches or images that outlines the order and flow of a system/narrative, used to plan structure and interactions before implementation.

Storyboard

500

High-speed, multi-dimensional analysis of large volumes of data to support business intelligence and decision-making

OLAP

500

A misrepresentation of data caused by distorted axes, misleading scales, or excluded context.

Data Visualisation Bias

500

Statistical method that models the relationship between a dependent variable and one or more independent variables by fitting a straight line to the data.

Linear Regression

500

The process of identifying potential problems in an enterprise project, assessing their likelihood and impact, and planning strategies to reduce or manage them.

Risk Analysis

500

Structured blueprint that defines how data is organized in a database, including tables, feilds and their relationships.

Schemas

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