| 000 | 01326nam a2200253 4500 | ||
|---|---|---|---|
| 005 | 20250403140137.0 | ||
| 008 | 250329b |||||||| |||| 00| 0 eng d | ||
| 020 | _a9780262039406 | ||
| 037 | _cTextual | ||
| 040 |
_aRTL _cRTL |
||
| 084 |
_aD6,9(b) Q8 _qRTL |
||
| 100 |
_aMohri, Mehryar _9751616 |
||
| 245 | _aFoundations of machine learning | ||
| 250 | _a2nd | ||
| 260 |
_aCambridge _bThe MIT Press _c2018 |
||
| 300 |
_axv, 486p. _bIncludes bibliographical reference & index |
||
| 490 | _aAdaptive computation and machine learning series | ||
| 520 | _aThis book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these algorithms. The authors aim to present novel theoretical tools and concepts while giving concise proofs even for relatively advanced topics. | ||
| 650 |
_aMachine learning _9480917 |
||
| 650 | _aComputer algorithms | ||
| 700 |
_aRostamizadeh, Afshin _9751617 _eCo-author |
||
| 700 |
_aTalwalkar, Ameet _9751618 _eCo-author |
||
| 942 |
_2CC _n0 _cTB _hD6,9(B) Q8 |
||
| 999 |
_c1308296 _d1308296 |
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