Artificial intelligence for humans : volume 1 fundamental algorithms / Heaton, Jeff
Material type:
TextPublication details: St. Louis, Missouri : Heaton Research, Inc., c2013Description: xxviii, 194 pages : illustrations ; 23 cmISBN: - 9781493682225
- Q 335 .H43 2013
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National University - Manila | LRC - Graduate Studies General Circulation | Gen. Ed. - CCIT | GC Q 335 .H43 2013 (Browse shelf(Opens below)) | c.1 | Available | NULIB000011351 |
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| GC QA 76 .C57 2014 Computing handbook / | GC QA 76 .H38 2016 Discovering computer science : interdisciplinary problems, principles and python programming / | GC Q 181 .L39 2015 Data science in higher education / | GC Q 335 .H43 2013 Artificial intelligence for humans : volume 1 fundamental algorithms / | GC Q 335 .S78 2015 Artificial intelligence : A modern approach / | GC Q 335 .W37 2012 Artificial intelligence the basics / | GC T 58.5 .V35 2016 Information systems today : managing in the digital world / |
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.
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