May 2020
Beginner to intermediate
952 pages
24h 11m
Korean
Content preview from 핸즈온 머신러닝(2판): 사이킷런, 케라스, 텐서플로 2를 활용한 머신러닝, 딥러닝 완벽 실무
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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.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.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.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.
782
2
부
신경망과 딥러닝
18.14
연습문제
1.
강화 학습을 어떻게 정의할 수 있나요? 지도 학습이나 비지도 학습과 어떻게 다른가요?
2.
이 장에서 언급하지 않은 가능한
RL
애플리케이션을 세 가지 생각해보세요. 각 애플리케
이션의 환경은 무엇인가요? 에이전트는 무엇인가요? 가능한 행동은 무엇인가요? 보상은
무엇인가요?
3.
할인 계수는 무엇인가요? 할인 계수를 바꾸면 최적의 정책이 바뀔 수 있나요?
4.
강화 학습 에이전트의 성능은 어떻게 측정할 수 있나요?
5.
신용 할당 문제가 무엇인가요? 언제 이런 문제가 발생하나요? 어떻게 이를 감소시킬 수
있나요?
6.
재생 메모리를 사용하는 이유는 무엇인가요?
7.
오프-폴리시
RL
알고리즘이 무엇인가요?
8.
정책 그레이디언트를 사용해
OpenAI
짐의
LunarLander
-
v2
환경을 해결해보세요.
이를 위해
Box2D
패키지를 설치해야 합니다 (
python3
-
m
pip
install
-
U
gym
[
box2d
]
).
9.
알고리즘에 상관없이
TF
-
Agents
를 사용해
SpaceInvaders
-
v4
환경에서 사람을 능가
하는 에이전트를 훈련해보세요.
10. 10
만 원 정도 여유가 있다면 라즈베리 파이
Raspberry
Pi
3
와 저렴한 로보틱스 구성품을 구입
해 텐서플로를 설치하고 실행할 수 있습니다! 예를 들어 루카스 비월드
Lukas
Biewald
의 재미
있는 포스트 (
https
://
homl
.
info
/
2
)를 참고하거나,
GoPiGo42
나
BrickPi43
를 둘러보
세요. 간단한 작업부터 시작해보세요. ...
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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.