Artificial Intelligence Course
My course about Artificial Intelligence that I'm going to give in the second half of 2019.
Quotes
Artificial Intelligence - Foundations of Computational Agents by David L. Poole and Alan K. Mackworth
- "Artificial Intelligence, or AI, is the field that studies the synthesis and analysis of computational agents that act intelligently"
- "It is arguable that intelligence is different: you cannot have fake intelligence. If an agent behaves intelligently, it is intelligent. It is only the external behavior that defines intelligence; action intelligently is being intelligent. Thus, artificial intelligence, if and when it is achieved, will be real intelligence created artificially."
- "Artificial Intelligence (AI) is the established name for the field, but the term "artificial intelligence" is a source of much confusion because artificial intelligence may be interpreted as the opposite of real intelligence. For any phenomenon, you can distinguish real versus fake, where the fake is non-real. You can also distinguish natural versus artificial. Natural means occuring in nature and artificial means made by people."
Massive Open Online Courses (MOOC)
Youtube playlists
Cheat sheets
Books about Artificial Intelligence and Machine Learning
-
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics) - 29. September 2017
-
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics) - 2016
-
Pattern Recognition and Machine Learning by Christopher M. Bishop - 2007
-
Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig
-
Deep Learning (Adaptive Computation and Machine Learning) by Ian Goodfellow, Yoshua Bengio, Aaron Courville - 18. November 2016
-
Juraf
Books about Mathematics (that I would like to read in the future)
-
Introduction to Probability (Chapman & Hall/CRC Texts in Statistical Science) by Joseph K. Blitzstein and Jessica Hwang - 24. July 2014
-
Introduction To Probability Hardcover by Dimitri P. Bertsekas, John N. Tsitsiklis - 1. June 2008