October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
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12
이 책에 대하여
모두가 머신러닝에 대해 말하고 있습니다. 자율주행차의 동영상 피드를 이해하는 작업에서부
터 개인화된 의약품에 이르기까지 모든 산업에서 중요해지고 있습니다. 모델 아키텍처와 개념
은 많은 관심을 받았지만, 머신러닝은 소프트웨어 산업이 지난
20
년 동안 경험한 프로세스를
아직 표준화하지 못했습니다. 이 책에서는 재현 가능한 자동화 모델을 만드는 표준화된 머신러
닝 시스템을 구축하는 방법을 보여드리고자 합니다.
머신러닝 파이프라인이란?
지난 몇 년 동안 머신러닝 분야는 놀랍게 발전했습니다. 그래픽 처리 장치
Graphics
Processing
Unit
(
GPU
)의 광범위한 가용성과
BERT
Bidirectional
Encoder
Representations
from
Transformers
와 같은 트랜
스포머
transformer
나
DCGAN
Deep
Convolutional
GAN
과 같은
GANs
Generative
Abidarical
Networks
등 새로
운 딥러닝 개념의 등장으로
AI
프로젝트의 수가 급증했습니다.
AI
Artificial
Intelligence
스타트업의
수는 어마어마합니다. 최신 머신러닝 개념을 조직의 모든 종류의 비즈니스 문제에 더 많이 적
용하고 있습니다. 가장 뛰어난 머신러닝 솔루션으로 급급해진 가운데, 관심을 덜 받은 몇 ...
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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.