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Online Surveys and Textbooks

Textbooks:

Artificial Intelligence: Foundations of Computational Agents (3rd edition)
Dr. David L. Poole and Dr. Alan K. Mackworth

Artificial Intelligence: Principles and Applications
by Vinod Chandra S.S. and Anand Hareendran S.

Artificial Intelligence – A Modern Approach 
by Stuart Russell & Peter Norvig

Make Your Own Neural Network 
by Tariq Rashid

Machine Learning: The New AI 
by Ethem Alpaydin

Fundamentals of Machine Learning for Predictive Data Analytics 
by John D. Kelleher, Brian Mac Namee, Aoife D’Arcy

Artificial Intelligence For Humans 
by Jeff Heaton

Artificial Intelligence: The Basics 
by Kevin Warwick

Machine Learning For Beginners 
by Chris Sebastian

 

Surveys:

A Survey of Large Language Models

 

CAIDA: Centre for AI Decision-making and Action
289-2366 Main Mall
Vancouver, BC Canada V6T 1Z4
Website caida.ubc.ca
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We acknowledge that the UBC Vancouver campus is situated on the traditional, ancestral, and unceded territory of the xʷməθkʷəy̓əm (Musqueam).

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