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7 October 2024

Linear regression in AI (Glossary)

Artificial intelligence Automation Big data and smart data Digital transformation Sanjay Sauldie Glossary

Linear regression in AI is an important term in the fields of artificial intelligence, big data, smart data and digital transformation. It is a simple method for recognising correlations and trends from a large amount of data. Specifically, linear regression attempts to describe the relationship between a cause and an effect - for example: How does advertising spend influence the turnover of an online shop?

Imagine you run a digital retail business and want to know how the number of your online adverts affects your monthly turnover. With Linear Regression in AI, a computer programme can calculate a so-called "regression line" from existing sales figures and advertising expenditure. This line shows how much sales increase when you spend more money on advertising.

Linear regression in AI is therefore a tool that enables data-based decisions. It helps companies to optimise processes, create forecasts or identify hidden trends. Precisely because it is simple, fast and easy to understand, it is often the starting point for larger artificial intelligence projects - and is therefore one of the foundations of modern data analysis.

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Sanjay Sauldie

Sanjay Sauldie is a digital strategist, speaker and developer of the transruption toolkit, which companies can use to make their digital transformation measurable, human and sustainable. With kiROI - the AI-based approach to value creation in the digital age - he helps self-employed people and companies to integrate artificial intelligence into their processes in a practical way. With his outstanding marketing strategy iROI, he has already led countless companies to greater visibility and thus more profits. He combines digital innovation with disruptive thinking models for a sustainable business strategy. He studied mathematics and computer science at the University of Cologne, completed a Master of Science in Digital Disruption at the University of Salford (UK) and a Design Thinking programme at MIT/EMERITUS Singapore. As a multiple award-winning expert - including the Golden Web Award and the Innovation Award of the Initiative Mittelstand - he advises SMEs and corporations. His motto: "Digitalisation is not an end in itself - it must serve people."

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