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dl-practice's Introduction

DL-practice

Goal

✔ 텐서, 신경망 같은 딥러닝 데이터 구조의 개념과 원리부터 파이토치와 의료 데이터를 활용한 완전하게 동작 가능한 딥러닝 서비스 구축부터 배포까지, 딥러닝 전체 워크플로를 모두 다룬다!

✔ 파이토치를 활용해 신경망과 딥러닝 시스템을 만드는 방법을 공부한다. 종양 이미지 분류기라는 실전 예제 구축 작업을 바닥부터 배우는 실용적인 내용을 공부한다. 동시에 파이토치 텐서 API, 파이썬의 데이터 로딩, 훈련 모니터링, 결과 시각화 등 딥러닝 파이프라인 전체에 대한 최고의 실습 사례를 다룬다.

Material

✔ 파이토치 딥러닝 마스터

Progress

Name Contents
Tensor 텐서의 동작 원리에 대해서 알아본다.

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