딥러닝 북마크

논문 및 서베이

논문 : https://arxiv.org/

머신러닝 + 논문 : https://paperswithcode.com/

딥러닝 독서 맵(커리큘럼) : https://www.mindmeister.com/ko/812276967/_?fullscreen=1

이론

딥러닝 코드 기초 : https://www.slideshare.net/mobile/yongho/ss-79607172?from_m_app=android&fbclid=IwAR2eRllNDkPszSWILaBl00ijCEB2fUXkq5S1TADFUp02QxImfshVNXDu0yE

NLP 이론 및 강좌 : http://www.aistudy.co.kr/linguistics/natural/natural_language_processing.htm

[논문 리뷰] Wide & Deep Learning for Recommender Systems - paper review : https://leehyejin91.github.io/post-wide_n_deep/

AI / ML Canvas : https://medium.com/@RoboAndy/ml-ai-model-canvas-59ac4c03c0ea

한남대학교 교수님 통계 : http://wolfpack.hnu.ac.kr/

도큐먼트

tensorflow 한글 : https://tensorflowkorea.gitbooks.io/tensorflow-kr/content/g3doc/api_docs/python/constant_op.html

텐서플로 자격증 : https://www.tensorflow.org/certificate
자격증 pdf : https://www.tensorflow.org/site-assets/downloads/marketing/cert/TF_Certificate_Candidate_Handbook.pdf

코드

밑바닥부터 시작하는 딥러닝 : https://github.com/WegraLee/deep-learning-from-scratch

흉부 액스레이 : https://github.com/deadskull7/Pneumonia-Diagnosis-using-XRays-96-percent-Recall/blob/master/Pneumonia%20Diagnosis%20using%20Lung's%20XRay%20.ipynb?fbclid=IwAR2F7HB3l7ksLNsXN77rNzPqwx2ecRDAY3O57nI_TkcfJ86bQJ5Op9LB0ew
https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia?fbclid=IwAR1fRX9erw7kCaFspPcKf22s8NaFWD70hZDYRHxRX2Rixs8RnJHtSW2EBbk

한요섭 깃랩 : https://github.com/hanyoseob?fbclid=IwAR0AIUAgNtukW0Y2h9sxBemC2U-3NzFM02LMiuIymBOAvSLNu81uXErIsEc

딥러닝 ( 텐서플로 , 파이터치 )

Tensorflow2.0, pytorch 1.2 코드 : https://github.com/Justin-A/DeepLearning#notification-settings

강좌

한국 머신러닝 강좌 : https://aailab.kaist.ac.kr/xe2/index.php?mid=page_lMmY25&act=dispPageIndex
http://www.aistudy.co.kr/linguistics/natural/natural_language_processing.htm

구글 머신러닝 단기강의 : https://developers.google.com/machine-learning/crash-course/

파이썬 머신러닝 : https://www.youtube.com/watch?v=bObKmnvv7oQ&list=PLBXuLgInP-5m_vn9ycXHRl7hlsd1huqmS&index=3

한요섭 유튜브 강의 : https://www.youtube.com/watch?v=kVaBDpwgsGg&list=PLqtXapA2WDqbE6ghoiEJIrmEnndQ7ouys

코세라 강의 : https://www.coursera.org/specializations/tensorflow-in-practice

인공지능 모음 : https://www.notion.so/AI-92b8c8eca0294fc7a9a2538bca205bdf