Artificial intelligence for humans : volume 1 fundamental algorithms /
Heaton, Jeff
- St. Louis, Missouri : Heaton Research, Inc., c2013
- xxviii, 194 pages : illustrations ; 23 cm.
Includes bibliographical references and index.
1. Introduction to AI -- 2. Normalization -- 3. Distance metrics -- 4. Random number generation -- 5. K-means clustering -- 6. Error calculation -- 7. Towards machine learning -- 8. Optimization training -- 9. Discrete optimization -- 10. Linear regression.
This is the first in a series of books covering select topics in Artificial Intelligence (AI). Artificial Intelligence is a large field that encompasses many sub-disciplines. The following sections introduce both the series and the first volume.