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basic_AI_2024
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.gitattributes
.gitattributes
000_인공지능_맛보기.ipynb
000_인공지능_맛보기.ipynb
000_판다스 기초.ipynb
000_판다스 기초.ipynb
010_numpy_실습.ipynb
010_numpy_실습.ipynb
020_numpy로 인공지능 맛보기1.ipynb
020_numpy로 인공지능 맛보기1.ipynb
025_numpy로 인공지능 맛보기2_경사하강법.ipynb
025_numpy로 인공지능 맛보기2_경사하강법.ipynb
050_keras 활용.ipynb
050_keras 활용.ipynb
060_keras 활용 회귀모델 & Pandas.ipynb
060_keras 활용 회귀모델 & Pandas.ipynb
070_keras_활용_회귀모델(MLP).ipynb
070_keras_활용_회귀모델(MLP).ipynb
080_keras_활용_이진분류 모델 개발(데이터 분리, 학습과정 시각화).ipynb
080_keras_활용_이진분류 모델 개발(데이터 분리, 학습과정 시각화).ipynb
090_복습.ipynb
090_복습.ipynb
100_keras_활용_다중분류 모델 개발.ipynb
100_keras_활용_다중분류 모델 개발.ipynb
110_Gradio를_이용한_인공지능_웹_서비스.ipynb
110_Gradio를_이용한_인공지능_웹_서비스.ipynb
120_언어,_이미지,_음악_생성형_AI_모듈_사용해_보기.ipynb
120_언어,_이미지,_음악_생성형_AI_모듈_사용해_보기.ipynb
130_정규화(표준화),_결측치_문자처리.ipynb
130_정규화(표준화),_결측치_문자처리.ipynb
200_디지털_이미지_구조.ipynb
200_디지털_이미지_구조.ipynb
2024학년도 2학기 인공지능 기초 자료 정리1.pdf
2024학년도 2학기 인공지능 기초 자료 정리1.pdf
2024학년도 2학기 인공지능 기초 자료 정리2.pdf
2024학년도 2학기 인공지능 기초 자료 정리2.pdf
2025_exam_2-1.ipynb
2025_exam_2-1.ipynb
210_mnist_숫자_손글씨_이미지_분류_모델.ipynb
210_mnist_숫자_손글씨_이미지_분류_모델.ipynb
220_mnist_숫자_손글씨_이미지_분류_모델2.ipynb
220_mnist_숫자_손글씨_이미지_분류_모델2.ipynb
230_mnist_숫자_손글씨_CNN_이미지_분류_모델.ipynb
230_mnist_숫자_손글씨_CNN_이미지_분류_모델.ipynb
240_cifar10__CNN_이미지_분류_모델.ipynb
240_cifar10__CNN_이미지_분류_모델.ipynb
250_VGG16_cifar10_이미지_분류_모델.ipynb
250_VGG16_cifar10_이미지_분류_모델.ipynb
260_파인튜닝(VGG16)_및_이미지_데이터를_학습용_데이터로 변환.ipynb
260_파인튜닝(VGG16)_및_이미지_데이터를_학습용_데이터로 변환.ipynb
270_이미지_데이터_증식_및_파인튜닝.ipynb
270_이미지_데이터_증식_및_파인튜닝.ipynb
270_이미지_데이터_증식_및_파인튜닝_new.ipynb
270_이미지_데이터_증식_및_파인튜닝_new.ipynb
280_YOLO11_분류_객체탐지_파인튜닝.ipynb
280_YOLO11_분류_객체탐지_파인튜닝.ipynb
290_YOLO_실시간_개체_탐지.ipynb
290_YOLO_실시간_개체_탐지.ipynb
300_자연어 처리의 기본(토큰화, 워드임배딩).ipynb
300_자연어 처리의 기본(토큰화, 워드임배딩).ipynb
310_시계열_데이터,_RNN,_LSTM.ipynb
310_시계열_데이터,_RNN,_LSTM.ipynb
320. RNN 모델 맛보기.ipynb
320. RNN 모델 맛보기.ipynb
330_RNN, LSTM으로 주가예측 모델 개발.ipynb
330_RNN, LSTM으로 주가예측 모델 개발.ipynb
340_자연어처리_MLP,_RNN,_LSTM.ipynb
340_자연어처리_MLP,_RNN,_LSTM.ipynb
YOLO 실시간 개체탐지.zip
YOLO 실시간 개체탐지.zip
______.py
______.py
camp01-01_numpy를_활용한_인공지능의_학습_방법_익히기.ipynb
camp01-01_numpy를_활용한_인공지능의_학습_방법_익히기.ipynb
camp01-02_keras를_활용한_딥러닝.ipynb
camp01-02_keras를_활용한_딥러닝.ipynb
camp02-허깅페이스_모델_사용해_보기.ipynb
camp02-허깅페이스_모델_사용해_보기.ipynb
camp02-허깅페이스_모델_사용해_보기_old.ipynb
camp02-허깅페이스_모델_사용해_보기_old.ipynb
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