January 2017
Beginner to intermediate
312 pages
7h 3m
Korean
Content preview from 밑바닥부터 시작하는 딥러닝
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300
파이썬/넘파이
[
1
] 『처음 시작하는 파이썬』 (빌 루바노빅 지음, 최길우 옮김, 한빛미디어,
2015
)
[
2
] 『파이썬 라이브러리를 활용한 데이터 분석 (수정보완판)』(웨스 맥키니 지음, 김영근 옮김, 한빛
미디어,
2013
)
[
3
]
Scipy
강의 노트 (
http
://
www
.
turbare
.
net
/
transl
/
scipy
-
lecture
-
notes
/
index
.
html
)
계산 그래프(오차역전파법)
[
4
]
Andrej
Karpathy
'
s
blog
"
Hacker
'
s
guide
to
Neural
Networks
" (
http
://
karpathy
.
github
.
io
/
neuralnets
/)
딥러닝 온라인 수업 자료
[
5
]
CS231n
:
Convolutional
Neural
Networks
for
Visual
Recognition
(
http
://
cs231n
.
github
.
io
/)
* (유료 ) 해커에게 전해 들은 머신러닝 : 『텐서플로 첫걸음』 저자 세미나 (
https
://
goo
.
gl
/
yYb8qB
)
매개변수 갱신 방법
[
6
]
John
Duchi
,
Elad
Hazan
,
and
Yoram
Singer
(
2011
):
Adaptive
Subgradient
Methods
for
Online
Learning
and
Stochastic
Optimization ...
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and much more.
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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.