| 000 | 01838nam a22004697a 4500 | ||
|---|---|---|---|
| 001 | 23494348 | ||
| 003 | IIITD | ||
| 005 | 20260225020004.0 | ||
| 008 | 240110s2024 nyua b 001 0 eng | ||
| 010 | _a 2024000738 | ||
| 020 | _a9781802060867 | ||
| 035 | _a23494348 | ||
| 040 | _aIIITD | ||
| 042 | _apcc | ||
| 050 | 0 | 0 |
_aQ325.5 _b.A56 2024 |
| 082 | 0 | 0 |
_a006.3 _bANA-W |
| 100 | 1 | _aAnanthaswamy, Anil | |
| 245 | 1 | 0 |
_aWhy machines learn : _bthe elegant math behind modern AI _cby Anil Ananthaswamy |
| 260 |
_aLondon : _bPenguin, _c©2024 |
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| 300 |
_a482 p. : _bill. ; _c24 cm, |
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| 504 | _aIncludes bibliographical references and index. | ||
| 505 | _tChapter 1: Desperately Seeking Patterns | ||
| 505 | _tChapter 2: We Are All Just Numbers Here | ||
| 505 | _tChapter 3: The Bottom of the Bowl | ||
| 505 | _tChapter 4: In All Probability | ||
| 505 | _tChapter 5: Birds of a Feather | ||
| 505 | _tChapter 6: There’s Magic in Them Matrices | ||
| 505 | _tChapter 7: The Great Kernel Rope Trick | ||
| 505 | _tChapter 8: With a Little Help from Physics | ||
| 505 | _tChapter 9: The Man Who Set Back Deep Learning (Not Really) | ||
| 505 | _tChapter 10: The Algorithm That Put Paid to a Persistent Myth | ||
| 505 | _tChapter 11: The Eyes of a Machine | ||
| 505 | _tChapter 12: Terra Incognita | ||
| 520 | _a"A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence"-- | ||
| 650 | 0 | _aMachine learning. | |
| 650 | 0 | _aDeep learning (Machine learning) | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aMathematics. | |
| 906 |
_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg |
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| 942 |
_2ddc _cBK _01 |
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| 999 |
_c209751 _d209751 |
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