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| Author(s) :- Ong Cheng Soon | Format :- Paperback |
| Publisher :- Cambridge University Press | Pub. Date :- 2020-01-31 |
| ISBN-13 :- 9781108455145 | |
| Pagination :- 398 pages, Worked examples or Exercises |
This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.