| 000 | 02718nam a22005295i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-54908-3 | ||
| 003 | DE-He213 | ||
| 005 | 20251030112041.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 240514s2024 sz | s |||| 0|eng d | ||
| 020 |
_a9783031549083 _9978-3-031-54908-3 |
||
| 024 | 7 |
_a10.1007/978-3-031-54908-3 _2doi |
|
| 050 | 4 | _aQA184-205 | |
| 072 | 7 |
_aPBF _2bicssc |
|
| 072 | 7 |
_aMAT002050 _2bisacsh |
|
| 072 | 7 |
_aPBF _2thema |
|
| 100 | 1 |
_aZizler, Peter. _eauthor. _0(orcid)0000-0003-2611-034X _1https://orcid.org/0000-0003-2611-034X _4aut _4http://id.loc.gov/vocabulary/relators/aut _976794 |
|
| 245 | 1 | 0 |
_aLinear Algebra in Data Science _h[electronic resource] / _cby Peter Zizler, Roberta La Haye. |
| 250 | _a1st ed. 2024. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Birkhäuser, _c2024. |
|
| 300 |
_aVIII, 199 p. 23 illus., 9 illus. in color. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 347 |
_atext file _bPDF _2rda |
||
| 490 | 1 |
_aCompact Textbooks in Mathematics, _x2296-455X |
|
| 520 | _aThis textbook explores applications of linear algebra in data science at an introductory level, showing readers how the two are deeply connected. The authors accomplish this by offering exercises that escalate in complexity, many of which incorporate MATLAB. Practice projects appear as well for students to better understand the real-world applications of the material covered in a standard linear algebra course. Some topics covered include singular value decomposition, convolution, frequency filtering, and neural networks. Linear Algebra in Data Science is suitable as a supplement to a standard linear algebra course. | ||
| 650 | 0 |
_aAlgebras, Linear. _971217 |
|
| 650 | 0 |
_aArtificial intelligence _xData processing. |
|
| 650 | 0 |
_aComputer science _xMathematics. _964041 |
|
| 650 | 1 | 4 |
_aLinear Algebra. _971220 |
| 650 | 2 | 4 | _aData Science. |
| 650 | 2 | 4 |
_aMathematical Applications in Computer Science. _965518 |
| 700 | 1 |
_aLa Haye, Roberta. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _976795 |
|
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031549076 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031549090 |
| 830 | 0 |
_aCompact Textbooks in Mathematics, _x2296-455X _975270 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-54908-3 |
| 912 | _aZDB-2-SMA | ||
| 912 | _aZDB-2-SXMS | ||
| 999 |
_c59844 _d59844 |
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