January 2017
Beginner to intermediate
312 pages
7h 3m
Korean
Content preview from 밑바닥부터 시작하는 딥러닝
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Deep
Learning
from Scratch
사이토 고키 지음
개앞맵시 옮김
밑바닥부터 시작하는 딥러닝
파이썬으로 익히는 딥러닝 이론과 구현
직접 구현하면서 배우는 본격 딥러닝 입문서
Deep Learning from Scratch
이 책은 라이브러리나 프레임워크에 의존하지 않고, 딥러닝의 핵심을 ‘밑바닥부터’ 직접 만들어보며 즐겁게
배울 수 있는 본격 딥러닝 입문서입니다. 술술 읽힐 만큼 쉽게 설명하였고, 역전파처럼 어려운 내용은 ‘계산
그래프’ 기법으로 시각적으로 풀이했습니다. 무엇보다 작동하는 코드가 있어 직접 돌려보고 요리조리 수정
해볼 수 있습니다. 딥러닝에 새롭게 입문하려는 분과 기초를 다시금 정리하고 싶은 현업 연구자와 개발자께
최고의 책이 될 것입니다.
1장
헬로 파이썬
2장
퍼셉트론
3장
신경망
4장
신경망 학습
5장
오차역전파법
6장
학습 관련 기술들
7장
합성곱 신경망(
CNN
)
8장
딥러닝
신경망과 딥러닝의 기본을 밑바닥부터 만들어보면서 그 개념을 어렵지 않게 이해할 수 있었습니다. 이
는 텐서플로 등의 딥러닝 프레임워크를 사용할 때도 진가를 발휘하리라 생각합니다. 딥러닝 공부를 시
작하시는 모든 분께 추천합니다.
서민구, 『R을 이용한 데이터 처리&분석 실무』 저자 / 구글코리아
복잡한 수식이나 난해한 설명이 아닌, 이야기하듯 독자를 이해시키려 한 ...
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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.