| 000 -LEADER |
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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
220823b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780198714934 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
621.3822 |
| Item number |
LIT |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Little, Max A. |
| 245 ## - TITLE STATEMENT |
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| Title |
Machine learning for signal processing : data science, algorithms, and computational statistics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Oxford University Press, |
| Date of publication, distribution, etc |
2019 |
| Place of publication, distribution, etc |
Oxford : |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xviii, 359 p. ; |
| Other physical details |
ill. |
| Dimensions |
26 cm |
| 365 ## - TRADE PRICE |
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| Price amount |
58.00 |
| Price type code |
GBP |
| Unit of pricing |
99.50 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
This title describes in detail the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. It builds up concepts gradually so that the ideas and algorithms can be implemented in practical software applications. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Machine learning |
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| Topical term or geographic name as entry element |
Signal processing |
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| Topical term or geographic name as entry element |
Digital techniques |
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| Topical term or geographic name as entry element |
Mathematics |
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| Topical term or geographic name as entry element |
Statistical methods |
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| Topical term or geographic name as entry element |
Armijo bound |
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| Topical term or geographic name as entry element |
Backtracking |
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| Topical term or geographic name as entry element |
Bayesian |
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| Topical term or geographic name as entry element |
Clustering |
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| Topical term or geographic name as entry element |
Distribution |
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| Topical term or geographic name as entry element |
Estimator |
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| Topical term or geographic name as entry element |
Fourier transform |
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| Topical term or geographic name as entry element |
Gaussian process |
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| Topical term or geographic name as entry element |
Impulse response |
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| Topical term or geographic name as entry element |
Kernel regression |
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| Topical term or geographic name as entry element |
Optimization |
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| Topical term or geographic name as entry element |
Quantization |
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| Topical term or geographic name as entry element |
Stochastic process |
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| Topical term or geographic name as entry element |
Viterb |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |