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The little learner : a straight line to deep learning

The little learner : a straight line to deep learning (1회 대출)

자료유형
단행본
개인저자
Friedman, Daniel P. Mendhekar, Anurag.
서명 / 저자사항
The little learner : a straight line to deep learning / Daniel P. Friedman, Anurag Mendhekar ; drawings by by Qingqing Su ; forewords by Guy L. Steele Jr. and Peter Norvig.
발행사항
Cambridge, Massachusetts :   The MIT Press,   2023.  
형태사항
xxiii, 412 p. : ill. ; 23 cm.
ISBN
9780262546379
요약
"A gentle but detailed introduction to some of the algorithmic ideas behind machine learning"--
서지주기
Includes bibliographical references and index.
일반주제명
Deep learning (Machine learning).
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245 1 4 ▼a The little learner : ▼b a straight line to deep learning / ▼c Daniel P. Friedman, Anurag Mendhekar ; drawings by by Qingqing Su ; forewords by Guy L. Steele Jr. and Peter Norvig.
260 ▼a Cambridge, Massachusetts : ▼b The MIT Press, ▼c 2023.
264 1 ▼a Cambridge, Massachusetts : ▼b The MIT Press, ▼c [2023]
300 ▼a xxiii, 412 p. : ▼b ill. ; ▼c 23 cm.
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a unmediated ▼b n ▼2 rdamedia
338 ▼a volume ▼b nc ▼2 rdacarrier
504 ▼a Includes bibliographical references and index.
520 ▼a "A gentle but detailed introduction to some of the algorithmic ideas behind machine learning"-- ▼c Provided by publisher.
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소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.31 F911L 등록번호 121263738 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Foreword by Guy L. Steele Jr. xi
Foreword by Peter Norvig xiii
Preface xix
Transcribing to Scheme xxiii
0. Are You Schemish? 2
1. The Lines Sleep Tonight 18
2. The More We Learn, the Tenser We Become 30
Interlude I. The More We Extend, the Less Tensor We Get 46
3. Running Down a Slippery Slope 56
4. Slip-slidin'' Away 72
Interlude II. Too Many Toys Make Us Hyperactive 92
5. Target Practice 98
Interlude III. The Shape of Things to Come 112
6. An Apple a Day 116
7. The Crazy "ates" 130
8. The Nearer Your Destination, the Slower You Become 144
Interlude IV. Smooth Operator 154
9. Be Adamant 162
Interlude V. Extensio Magnifico! 176
10. Doing the Neuron Dance 194
11. In Love with the Shape of Relu 212
12. Rock Around the Block 236
13. An Eye for an Iris 250
Interlude VI. How the Model Trains 270
Interlude VII. Are Your Signals Crossed? 282
14. It''s Really Not That Convoluted 298
15. ...But It Is Correlated! 320
Epilogue. We''ve Only Just Begun 342
Appendix A. Ghost in the Machine 350
Appendix B. I Could Have Raced All Day 374
Acknowledgments 399
References 401
Index 402

관련분야 신착자료

Gross, Carson (2023)