What is Data Science?

Skill Level:

Data Science encompasses the collection, analysis, interpretation, and visualisation of data to extract valuable insights and make informed decisions. It combines statistical techniques, Machine Learning algorithms, and domain expertise to uncover patterns, trends, and correlations within data. By leveraging data science, businesses can gain a competitive advantage, optimise operations, and drive growth.

Other Definitions

Bias in AI refers to systematic errors or prejudices that can occur within AI systems due to biased training data, faulty algorithms, or human…
Hyperparameters are parameters that are set before the training of an AI model. They control the behaviour and performance of the model, such as…
Data Preprocessing involves preparing and cleaning raw data before analysis. By removing noise, selecting relevant features, and addressing missing values, businesses can ensure data…
Instance-Based Learning is an AI approach where models make predictions based on similarity to previously seen examples. Instead of generalising from a predefined set…