| 000 | 00000nam u2200205 a 4500 | |
| 001 | 000045980440 | |
| 005 | 20191031141015 | |
| 008 | 190411s2019 maua 001 0 eng d | |
| 020 | ▼a 9780692196380 | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 082 | ▼a 512.5 ▼2 23 | |
| 084 | ▼a 512.5 ▼2 DDCK | |
| 090 | ▼a 512.5 ▼b S897Ln | |
| 100 | 1 | ▼a Strang, Gilbert. |
| 245 | 1 0 | ▼a Linear algebra and learning from data / ▼c Gilbert Strang. |
| 260 | ▼a Wellesley, MA : ▼b Wellesley-Cambridge Press, ▼c c2019. | |
| 300 | ▼a xiii, 432 p. : ▼b ill. ; ▼c 25 cm. | |
| 500 | ▼a Includes index. | |
| 650 | 0 | ▼a Algebras, Linear ▼v Textbooks. |
| 650 | 0 | ▼a Mathematical optimization ▼v Textbooks. |
| 650 | 0 | ▼a Mathematical statistics ▼v Textbooks. |
| 650 | 0 | ▼a Algebra lineal. |
| 945 | ▼a KLPA |
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 512.5 S897Ln | Accession No. 121248604 | Availability Available | Due Date | Make a Reservation | Service |
| No. 2 | Location Science & Engineering Library/Sci-Info(Stacks2)/ | Call Number 512.5 S897Ln | Accession No. 121250786 | Availability In loan | Due Date 2023-11-06 | Make a Reservation | Service |
Contents information
Author Introduction
Gilbert Strang(지은이)
매사추세츠공과대학교(MIT) 수학과 교수이자 응용수학의 대가입니다. MIT에서 학사를 졸업한 후 영국 옥스퍼드 대학교에서 석사 학위를, UCLA에서 박사 학위를 받았습니다. 그의 주요 연구 분야는 유한요소이론, 변분법, 웨이블릿 분석, 선형대수학입니다. 주요 저서로는 『Linear Algebra and Learning form Data(2019)』, 『Calculus, 3rd edition(2017)』, 『Introduction to Linear Algebra, 5th edition(2016)』, 『Essay in Linear Algebra(2012)』 등이 있습니다.
Table of Contents
Deep learning and neural nets Preface and acknowledgements Part I: Highlights of linear algebra Part II: Computations with large matrices Part III: Low rank and compressed sensing Part IV: Special matrices Part V: Probability and statistics Part IV: Optimization Part VII: Learning from data Books on machine learning Eigenvalues and singular values : rank one Codes and algorithms for numerical linear algebra Counting parameters in the basic factorizations Index of authors Index Index of symbols.
