신호 및 시스템 Chapt 4
Alan V. Oppenheim, Signals and Systems 책 내용입니다. 앞으로는 내용의 핵심만 정리할 예정 연속시간 푸리에 변환
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2020
신호 및 시스템 Chapt 3
Alan V. Oppenheim, Signals and Systems 책 내용입니다. 앞으로는 내용의 핵심만 정리할 예정 주기신호의 푸리에 급수표현
신호 및 시스템 Chapt 2
Alan V. Oppenheim, Signals and Systems 책 내용입니다.
13 Machine Learning : Time series
Visualizing temporal data line graph stacked area chart steam graph
신호 및 시스템 Chapt 1
Alan V. Oppenheim, Signals and Systems 책 내용입니다.
오토인코더의 모든 것
오토인코더의 모든 것 Naver(이활석) 강연자 강의 정리내용입니다. (https://www.youtube.com/watch?v=o_peo6U7IRM)
기계학습_lec5_AAILab
참고- 문일철 교수님 유튜브-AAiKaist \ (https://www.youtube.com/watch?v=sDG1Y1vxOjs&list=PLbhbGI_ppZISMV4tAWHlytBqNq1-lb8bz&index=2)
기계학습_lec4_AAILab
참고- 문일철 교수님 유튜브-AAiKaist \ (https://www.youtube.com/watch?v=sDG1Y1vxOjs&list=PLbhbGI_ppZISMV4tAWHlytBqNq1-lb8bz&index=2)
기계학습_lec3_AAILab
참고- 문일철 교수님 유튜브-AAiKaist \ (https://www.youtube.com/watch?v=sDG1Y1vxOjs&list=PLbhbGI_ppZISMV4tAWHlytBqNq1-lb8bz&index=2)
기계학습_lec2_AAILab
참고- 문일철 교수님 유튜브-AAiKaist \ (https://www.youtube.com/watch?v=sDG1Y1vxOjs&list=PLbhbGI_ppZISMV4tAWHlytBqNq1-lb8bz&index=2)
기계학습_lec1_AAILab
참고- 문일철 교수님 유튜브 (https://www.youtube.com/watch?v=sDG1Y1vxOjs&list=PLbhbGI_ppZISMV4tAWHlytBqNq1-lb8bz&index=2)
cs230_lec6_C5W3
Basic models Sequence to Sequence models Image Captioning 마지막에 rnn으로 변경해서 문장을 output으로 만들 수 있음 Picking the most likely sentence Machine Translat...
cs230_lec6_C5W2
NLP and Word Embedding
cs230_lec6_C5W1
Recurrent Neural Network
cs230_lec6_C4W3
Object localization Image classification은 이미지가 어떠한 종류인지 구분 Classification with localization : 종류인지 구분+ 위치 Detection : 감지하는 물체가 1개 이상임 Classificati...
cs230_lec6_C4W3
Object localization Image classification은 이미지가 어떠한 종류인지 구분 Classification with localization : 종류인지 구분+ 위치 Detection : 감지하는 물체가 1개 이상임 Classificati...
Practical Time-Frequency Analysis - Chapter 1
Time-Frequency(시간-주파수) 1장은 Deterministic signals 의 Fourier theory에 대한 리뷰 Deterministic signal : 정의역 전체에 대해서 그 함수의 값이 해석적으로 정확히 알려지는 신호(이후 신호 특성...
cs230_lec6_C4W1
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
HMSC chap3
## Modeling Damage Quantifying damage levels Predicting the rate of change of damage
HMSC chap2
Modeling Components Study of Load model,Component model Useful in assessing the change in component response when components are damaged ...
cs230_lec6_C4W1
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
HMSC chap1
1. Health Monitoring 정리 4가지 과정 작동, 환경 부하 확인(Identification) 기계적 데미지 확인 데미지의 증가 확인 데미지의 축적에 따른 컴포넌트의 미래 성능 예측 하중이 물체...
cs230_lec5_C3W2
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
Motorstudy_1
1. 서론
2019
cs230_lec5_C3W1
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec4_C2W3
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
Generative Adversial Network(GAN) 이해
Copyright of Image : Joseph Rocca
cs230_lec4_C2W2
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec4_C2W1
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec3
Full-Cycle Deep Learning Projects
Variational AutoEncoder(VAE) 이해
Copyright of Image : Joseph Rocca
cs230_lec3_C1W4
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec3_C1W3
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec2_C1W2
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec2_C1W1
(From : deeplearningai https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec2
(From : Stanfordoline https://www.youtube.com/watch?time_continue=386&v=AwQHqWyHRpU)
cs230_lec1
데이터가 많을수록 large Neural Networks 의 성능이 엄청나게 좋게 나타남 DL/ML, Probablistic graphical model, planning, search algorithm, knowledge representation, game theory...