National Kapodistrian University of Athens

Cybernetics and Artificial Intelligence Lab

DEPARTMENT OF BUSINESS ADMINISTRATION

Scholarly material repository on AI

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The Perceptron

K-means clustering

Probabilistic Neural Networks

How LLMs work

How LLMs work 2

Python Code for Perceptron, K-Means Clustering and PNNs

The Mathematics of Large Language Models (LLMs)

CODE

Python Code for Perceptron, K-Means Clustering and PNNs

Python Code, instructional_tiny_llm

Prognostikon

Cybernetics and Artificial Intelligence Lab-Prognostikon

For there is nothing of which either the origin is without cause or the foreknowledge thereof without reason

Every aspect of daily decision making and planning is forward looking. We explicitly or implicitly exercise the art and science of forecasting in our decisions, reviewing them, revising them, thinking about new ones.

Further Reading

1. https://ocw.mit.edu/courses/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/pages/lecture-slides-and-files/
2. https://ocw.mit.edu/courses/6-034-artificial-intelligence-fall-2010/pages/tutorials/