| 청구기호 |
Q325.5 .W53 2021 |
| 형태사항 |
1 online resource (xvi, 624 p.)
|
| 언어 |
English |
| 서지주기 |
Includes bibliographical references and index.
|
| 내용 |
Preface -- Introduction -- Probability and information -- Linear algebra and optimization -- Linear and nonlinear regression -- Perceptron -- Multilayer perceptron -- Learning theory -- Model selection -- Clustering -- Radial basis networks -- Support vector machines -- Deep learning -- Convolutional networks -- Recurrent networks -- Autoencoders -- Epilogue -- Bibliography -- Index.
|
| 주제 |
Machine learning.
|
| ISBN |
9789811234064, 9789811234057 |
| QR CODE |
|
