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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 캐나다 퀘벡 시에서 머신 러닝 전문가로 활동하고 있다. 9년 전 AI 분야로 박사 학위를 취득한 후 6년 동안 가트너에서 머신 러닝 수석 개발자로 일하고 있다. 전문 분야는 자연어 처리다. 현재 팀에서 표층 학습 기법과 심층 학습 기법을 모두 적용해 최첨단 텍스트 추출 및 정규화 시스템을 개발하고 있다.

Information Provided By: : Aladin

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