회사에서의 업무가 데이터 관리 + MLops + 모델 학습까지 하기 때문에 ML 공부도 꾸준히 하고 있었다.
여기에는 그동안 수학 + ML 공부를 한 유툽을 기록한다.
(MLops관련은 따로 포스팅 하도록 하겠다)
수학 (선형대수학)
https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Essence of linear algebra
A free course offering the core concept of linear algebra with a visuals-first approach.
www.youtube.com
논문 읽기
https://www.youtube.com/@dsba2979/videos
고려대학교 산업경영공학부 DSBA 연구실
고려대학교 산업경영공학부 Data Science & Business Analytics Lab입니다.
www.youtube.com
https://www.youtube.com/@LeeJoonseok/videos
Joonseok Lee
Assistant Professor @ Graduate School of Data Science, Seoul National University Research Engineer @ Google Research
www.youtube.com
https://www.youtube.com/@user-ow3gm9zd1b/videos
딥러닝논문읽기모임
안녕하세요 ! 딥러닝 논문읽기 모임입니다. 유튜브 :https://www.youtube.com/channel/UCDULrK2OJsiDhFroa2Aj_LQ?view_as=subscriber 발표자료 :https://drive.google.com/drive/u/0/folders/1VkPa_7thSHKyFiMnr4HX0gID-FRQHaV0 청강방 : https://
www.youtube.com
https://www.youtube.com/@TheEasyoung/videos
Minsuk Heo 허민석
Tutorial for Computer Science
www.youtube.com
ML 수학 증명
https://www.youtube.com/@machinelearningwithpytorch/videos
Machine Learning with Pytorch
This channel explains machine learning concepts in Pytorch. Machine learning built functions in Pytorch are heavily covered in this channel.
www.youtube.com
MLops
https://www.youtube.com/@Astronomer
Astronomer
Astronomer is the commercial developer of Apache Airflow, a community-driven open-source tool that's leading the market in data orchestration. We're a global, venture-backed team of learners, innovators and collaborators working to build an Enterprise-grad
www.youtube.com
https://www.youtube.com/@Confluent
Confluent
Confluent, founded by the creators of Apache Kafka®, enables organizations to harness business value of live data. The Confluent Platform manages the barrage of stream data and makes it available throughout an organization. It provides various industries,
www.youtube.com
하나하나 퀄리티가 너무 좋은데... 따라가기 너무 벅차다...
내가 갈수 있는 길인가 싶기도 하다...
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