Artificial Intelligence and Machine Learning
Description: This lecture presents the Artificial Intelligence and Machine Learning concepts. Their definition, history, implications, and applications.Department: Centro de Estudios y Asesorías en Estadística (CEASE)
Institution: Universidad de Nariño
Date: May 17, 2025
Hours: 4
From: 8:00 am
To: 12:00 am
Resources
Books
- Russell, S. and Norvig, P. (2010). Artificial Intelligence: A Modern Approach 3rd ed. Prentice Hall
- Deisenroth M. P. et al. (2020). Mathematics for Machine Learning
Papers and Reports
- Turing A. M. (1950). Computing Machinery and Intelligence
- Winograd T. (1971). Procedures as a Representation for Data in a Computer Program for Understanding Natural Language
- Lighthill J. (1972). Artificial Intelligence: A General Survey
- Feigenbaum E. A. (1980). Expert Systems in the 1980s
- Vol. 117, No. 1, Winter, 1988, Artificial Intelligence
- Hart P. (2021). An Artificial Intelligence Odyssey: From the Research Lab to the Real World
- Shumailov I. et al. (2024). AI Models Collapse when Trained on Recursively Generated Data
- Murugesh V. (2025). A Novel Hybrid Framework for Efficient Higher Order ODE Solvers Using Neural Networks and Block Methods
Talks
- Geoffrey Hinton Lecture at Cambridge (2023)
- Demis Hassabis Lecture at Cambridge (2023)