← Introduction to Machine Learning

Artificial Intelligence and Machine Learning

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)