June 2024
Beginner to intermediate
352 pages
9h 29m
Korean
Content preview from 개발자를 위한 필수 수학
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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.
285
7
장
신경망
또 다른 인공지능 겨울이 다가올 가능성이 높지만, 그렇다고 신경망과 딥러닝의 유용성이 사라
지는 것은 아닙니다. 신경망과 딥러닝이 잘하는 문제인 컴퓨터 비전, 오디오, 자연어 및 기타
몇 가지 영역에서는 계속 활용될 것이며 새로운 활용법을 발견할 수 있을지도 모릅니다! 선형
회귀, 로지스틱 회귀, 기존의 규칙 기반 시스템, 신경망 등 가장 적합한 것을 사용하세요. 적합
한 도구와 적합한 문제를 연결하는 단순함에는 훨씬 더 많은 힘이 있습니다.
7.6
마치며
신경망과 딥러닝은 몇 가지 흥미로운 응용 분야를 제공하며, 이 장에서는 그 표면만 살짝 살펴
봤습니다. 이미지 인식부터 자연어 처리까지, 신경망과 다양한 딥러닝을 적용하는 사용 사례는
계속 늘어나고 있습니다.
처음부터 하나의 은닉 층으로 간단한 신경망을 구성해 배경색에 맞춰 밝은 글꼴을 사용할지 어
두운 글꼴을 사용할지 예측하는 방법을 배웠습니다. 또한 고급 미적분 개념을 적용해 중첩 함
수의 편도함수를 계산하고 이를 확률적 경사 하강법에 적용해 신경망을 훈련했습니다. 또한 사
이킷런과 같은 라이브러리도 활용했습니다. 이 책에서 텐서플로, 파이토치, 고급 애플리케이션
을 설명하지는 않지만, 지식을 넓힐 수 있는 훌륭한 자료가 많습니다.
3Blue1Brown
은 신경망과 역전파에 관한 훌륭한 동영상 ...
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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.