성능테스트
JMeter(제이미터) 설치 사용법 및 부하테.. : 네이버블로그
https://blog.naver.com/hongganz/222588232687[JMeter] JMeter를 이용한 성능 테스트
https://12bme.tistory.com/503
모델압축
가중치 공유를 통한 딥러닝 모델 압축 (이강호 | 경희대학교) - YouTube
https://www.youtube.com/watch?v=E9-xjSBB-xA
툴
테스트 명장, Apache JMeter
https://jybaek.tistory.com/889MLOps를 위한 BentoML 기능 및 성능 테스트 결과 공유 - 1 - LINE ENGINEERING
https://engineering.linecorp.com/ko/blog/mlops-bentoml-1/
자료
데이터웨어하우스 구축.pdf
http://contents2.kocw.or.kr/KOCW/data/document/2019/cup/ryuwooseok0714/7.pdfML, AI, and Data Landscape 2021
http://46eybw2v1nh52oe80d3bi91u-wpengine.netdna-ssl.com/wp-content/uploads/2021/12/2021-MAD-Landscape-v3.pdf
MLOps
쿠버네티스 보안, 어떻게 해야 할까?
https://www.samsungsds.com/kr/insights/1258148_4627.html?moreCnt=4&backTypeId=insight&category=cat_1222814A Comprehensive Study Guide for the Google Professional Machine Learning Engineer Certification | by Jeffrey Luppes | Jan, 2022 | Towards Data Science
https://towardsdatascience.com/a-comprehensive-study-guide-for-the-google-professional-machine-learning-engineer-certification-1e411db4d2cf데이터 기반으로 지속적인 CI/CD 개선 환경 만들기 - LINE ENGINEERING
https://engineering.linecorp.com/ko/blog/build-a-continuous-cicd-environment-based-on-data/CI/CD/CT in Agile | Why Continuous Testing in Agile | Perforce
https://www.perfecto.io/blog/3-big-cs-agile-development-and-testingBest Practices for Multiplatform MLOps with Kubeflow and MLflow — MLOps NYC19 Livestream - YouTube
https://www.youtube.com/watch?v=YsKGY9jJWn8성능 엔지니어링 대한 접근 방법 (Performance tuning)
https://bcho.tistory.com/787[서버관리] 단일호스트 서버의 부하 튜닝
https://12bme.tistory.com/112Red Hot: The 2021 Machine Learning, AI and Data (MAD) Landscape – Matt Turck
https://mattturck.com/data2021/Raviraja's Blog – Raviraja's Blog
https://www.ravirajag.dev/
강의
쿠버네티스 안내서
https://subicura.com/k8s/Lecture 9: AI Ethics (번역)
https://www.notion.so/Lecture-9-AI-Ethics-183fb02433af4dcbadc0ae092a730865Full Stack Deep Learning
https://fullstackdeeplearning.com/spring2021/lecture-11/
개념
Active Learning - ① 액티브 러닝이란 무엇인가
https://littlefoxdiary.tistory.com/52
심화
Install PostgreSQL on macOS
https://www.postgresqltutorial.com/install-postgresql-macos/[Python] 아웃라이어 제거하는 방법
https://mkjjo.github.io/python/2019/01/10/outlier.htmlActive Learning - ② 액티브 러닝 쿼리 전략 다섯 가지
https://littlefoxdiary.tistory.com/53?category=847374Object Detection 과 Segmentation 평가 Metric 알아보기
https://glee1228.tistory.com/5