May 2018
Beginner to intermediate
672 pages
16h 54m
Korean
Content preview from 핸즈온 머신러닝: 사이킷런과 텐서플로를 활용한 머신러닝, 딥러닝 실무
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14
●
야세르
S
. 아부
-
모스타파
Yaser
S
.
Abu
-
Mostafa
, 말릭 막돈 이스마일
Malik
Magdon
-
Ismail
, 쓰엔
-
티엔 린
Hsuan
-
Tien
Lin
의
『
Learning
from
Data
』 (
AMLBook
). 이 책은 머신러닝의 이론적인 면을 다루고 특히 편향/분산 트레이드
오프 (
4
장)를 자세히 설명합니다.
●
스튜어트 러셀
Stuart
Russell
, 피터 노빅
Peter
Norvig
의 『인공지능
1
,
2
』(제이펍,
2016
). 머신러닝을 포함하여 많은
주제를 다룬 좋은 (그리고 방대한 ) 책입니다. 머신러닝을 넓은 시각으로 바라보도록 도와줍니다.
마지막으로
Kaggle
.
com
같은 머신러닝 경연 대회 웹사이트에 참여하는 것이 학습하는 데 큰 도
움이 됩니다. 실전 문제로 기술을 연습할 수 있고 머신러닝 전문가들로부터 도움과 통찰을 얻을
수 있습니다.
예제 소스
이 책에 포함된 모든 예제 코드는 옮긴이의 깃허브에서 내려받을 수 있습니다.
https
://
github
.
com
/
rickiepark
/
handson
-
ml
혹은 아래 주소에서도 예제 코드를 확인할 수 있습니다. 가끔 깃허브가 주피터 노트북을 제대
로 보여주지 못하는 경우에 활용하면 좋습니다.
https
://
nbviewer
.
jupyter
.
org
/
github
/
rickiepark
/
handson ...
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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.