The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

Author: Robert Tibshirani, Jerome Friedman
4.0

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

4.0

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by olooney   2018-09-13
> In Searle’s time, the dominant AI paradigm was GOFAI (Good Old-Fashioned Artificial Intelligence.)

Russel and Norvig's book is probably the best introduction to "old fashioned" AI:

https://www.amazon.com/Artificial-Intelligence-Modern-Approa...

GOFAI may not have lead directly to true AI, but it produced a ton of useful algorithms such as A* and minimax. Although the attention has turned to machine learning algorithms (à la https://www.amazon.com/Elements-Statistical-Learning-Predict...) the hybrid of GOFAI and ML has produced some extraordinary results, such as AlphaZero:

https://deepmind.com/blog/alphago-zero-learning-scratch/