April 2019
Beginner to intermediate
480 pages
12h 34m
Korean
Content preview from 파이썬 라이브러리를 활용한 머신러닝(번역개정판): 사이킷런 핵심 개발자가 쓴 머신러닝과 데이터 과학 실무서
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476
찾아보기
INDEX
ㄱ
가변수
273
가우시안 커널
139
가중치
76
가지
244
가지치기
106
개발 세트
338
거짓 양성
161
,
357
거짓 양성 비율
376
거짓 음성
161
,
357
검증 세트
338
결정 경계
66
,
86
결정 계수
71
결정 트리
101
결정 함수
162
계수
76
계층별
k
-겹 교차 검증
328
고차원 데이터셋
60
과대적합
56
과소적합
56
교차 검증
324
교차 검증 분할기
330
구간 분할
286
군집
175
,
225
그레이디언트 부스팅
115
,
122
그룹별 교차 검증
333
그리드 서치
337
ㄴ
나이브 베이즈 분류기
99
넘파이
29
노드
102
ㄷ
다중 분류
53
다중 클래스
93
다층 퍼셉트론
146
다항식
290
다항식 커널
139
다항 회귀
294
단어 벡터
458
단어빈도-역문서빈도
429
데이터 살펴보기
45
데이터셋 크기
57
데이터 전처리
177
데이터 포인트
27
데이터 표현
271
덴드로그램
242
독립 성분 분석
220
딥러닝
146
ㄹ
라소
82
라이브 테스트
462
랜덤 포레스트
115
,
298
,
314
랭킹
465
렐루
148
로지스틱 회귀
87
루트 노드
103
리프
102
리지
153
리지 회귀
78
,
406
ㅁ
말뭉치
415
매니폴드 학습
220
맷플롯립
29
머신러닝
23
메서드 연결
98
모델 기반 특성 선택
307
모델 복잡도
57
찾아보기
477
INDEX
모델 평가
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.