Lioutikov R. Explainable Artificial Intelligence 2025

Textbook in PDF format

What is Artificial Intelligence (AI)?
Why do we need AI to be explainable?
The science and engineering of making intelligent machines
– John McCarthy, 1955
Artificial intelligence is a branch of computer science that involves training machine learning models on datasets to enable computers to learn from the data and make
predictions or decisions.
Explainable Artificial Intelligence is essential to ensure transparency, trust, and accountability in AI systems, enabling humans to understand the decision-making
process and potential biases, especially in critical applications like healthcare, finance, and autonomous vehicles.
– ChatGPT, 2023