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The hundred-page machine learning book

The hundred-page machine learning book

Material type
단행본
Personal Author
Burkov, Andriy.
Title Statement
The hundred-page machine learning book / Andriy Burkov.
Publication, Distribution, etc
[Quebec City, Canada] :   Andriy Burkov,   c2019.  
Physical Medium
xviii, 141 p. : ill. (some col.) ; 24 cm.
ISBN
9781999579517 (hbk.) 9781999579500 (paperback)
General Note
Includes index.  
Content Notes
Notation and definitions -- Fundamental algorithms -- Anatomy of a learning algorithm -- Basic practice -- Neural networks and deep learning -- Problems and solutions -- Advanced practice -- Unsupervised learning -- Other forms of learning.
Subject Added Entry-Topical Term
Machine learning. Materials science --Data processing.
000 00000cam u2200205 a 4500
001 000046019724
005 20200304102220
008 200303s2019 quca 001 0 eng d
020 ▼a 9781999579517 (hbk.)
020 ▼a 9781999579500 (paperback)
035 ▼a (KERIS)BIB000015289632
040 ▼a NRC ▼c NRC ▼d YDX ▼d YDXIT ▼d OCLCF ▼d CLU ▼d SINLB ▼d MNM ▼d IAY ▼d 211062 ▼d 211009
050 4 ▼a Q325.5 ▼b .B86 2019
082 0 4 ▼a 006.31 ▼2 23
084 ▼a 006.31 ▼2 DDCK
090 ▼a 006.31 ▼b B959h
100 1 ▼a Burkov, Andriy.
245 1 4 ▼a The hundred-page machine learning book / ▼c Andriy Burkov.
260 ▼a [Quebec City, Canada] : ▼b Andriy Burkov, ▼c c2019.
300 ▼a xviii, 141 p. : ▼b ill. (some col.) ; ▼c 24 cm.
500 ▼a Includes index.
505 0 ▼a Notation and definitions -- Fundamental algorithms -- Anatomy of a learning algorithm -- Basic practice -- Neural networks and deep learning -- Problems and solutions -- Advanced practice -- Unsupervised learning -- Other forms of learning.
650 0 ▼a Machine learning.
650 0 ▼a Materials science ▼x Data processing.
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 006.31 B959h Accession No. 121252546 Availability Available Due Date Make a Reservation Service B M

Contents information

Author Introduction

안드리 부르코프(지은이)

두 아이의 아빠이자 머신러닝 전문가로 캐나다 퀘벡에 거주하고 있다. 인공지능 전공으로 박사 학위를 받았고, 지난 10여 년간 가트너에서 머신러닝 개발팀을 이끌고 있다. 자연어 처리를 전문 분야로 하면서 얕은 학습과 심층 학습을 통해 프로덕션용 최첨단 다국어 텍스트 추출 및 정규화 시스템 구축 작업을 하고 있다. 또 다른 저서로서 세계 11개국에 수출된 《The Hundred-Page Machine Learning Book》(2019)이 있다.

Information Provided By: : Aladin

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