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| 010 | ▼a 2022045341 | |
| 020 | ▼a 9780262546379 ▼q (paperback) | |
| 020 | ▼z 9780262375948 ▼q (epub) | |
| 020 | ▼z 9780262375931 ▼q (pdf) | |
| 035 | ▼a (KERIS)REF000020117805 | |
| 040 | ▼a DLC ▼b eng ▼e rda ▼c DLC ▼d DLC ▼d 211009 | |
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| 084 | ▼a 006.31 ▼2 DDCK | |
| 090 | ▼a 006.31 ▼b F911L | |
| 100 | 1 | ▼a Friedman, Daniel P. |
| 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. | |
| 650 | 0 | ▼a Deep learning (Machine learning). |
| 700 | 1 | ▼a Mendhekar, Anurag. |
| 945 | ▼a ITMT |
Holdings Information
| No. | Location | Call Number | Accession No. | Availability | Due Date | Make a Reservation | Service |
|---|---|---|---|---|---|---|---|
| No. 1 | Location Science & Engineering Library/Sci-Info(Stacks2)/ | Call Number 006.31 F911L | Accession No. 121263738 | Availability Available | Due Date | Make a Reservation | Service |
Contents information
Table of Contents
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
