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Artificial intelligence for humans : volume 1 fundamental algorithms / Heaton, Jeff

By: Material type: TextTextPublication details: St. Louis, Missouri : Heaton Research, Inc., c2013Description: xxviii, 194 pages : illustrations ; 23 cmISBN:
  • 9781493682225
Subject(s): LOC classification:
  • Q 335 .H43 2013
Contents:
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.
Summary: 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.
Item type: Books
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Holdings
Item type Current library Home library Collection Call number Copy number Status Date due Barcode
Books Books National University - Manila LRC - Graduate Studies General Circulation Gen. Ed. - CCIT GC Q 335 .H43 2013 (Browse shelf(Opens below)) c.1 Available NULIB000011351

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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