고등 인공지능 수학 자습서(2026)

I 인공지능과 빅데이터
1 인공지능

인공지능의 개념 ································· 9

인공지능의 역사 속 수학의 역할 ································· 14

2 빅데이터

빅데이터와 인공지능의 활용 ································· 28

대단원 마무리 ································· 34

II 텍스트 데이터 처리
1 텍스트 데이터의 표현과 이해

텍스트 데이터 표현 ································· 39

텍스트 데이터 이해 ································· 47

중단원 마무리 ································· 52

2 텍스트 데이터 분석

수학적 방법을 이용한 텍스트 데이터 분류 ································· 56

중단원 마무리 ································· 69

대단원 마무리 ································· 73

III 이미지 데이터 처리
1 이미지 데이터의 표현과 처리

이미지 데이터 표현 ································· 79

이미지 데이터 처리 ································· 84

중단원 마무리 ································· 94

2 이미지 데이터 분석

수학적 방법을 이용한 이미지 데이터 분류 ································· 98

중단원 마무리 ································· 109

대단원 마무리 ································· 112

IV 예측과 최적화
1 경향성과 예측

확률을 이용한 예측 ································· 117

추세선을 이용한 예측 ································· 123

중단원 마무리 ································· 128

2 최적화

손실함수 ································· 132

경사하강법 ································· 138

중단원 마무리 ································· 145

대단원 마무리 ································· 149

V 인공지능과 수학 탐구
1 합리적 의사 결정과 수학 탐구

합리적 의사 결정 ································· 154

인공지능 수학 탐구 ································· 157

정답과 해설 ································· 159

부록 | 학교 시험 대비 문제
단원별 수준별 문제 ································· 166

평가 대비 문제(1회) ································· 172

평가 대비 문제(2회) ································· 181

정답 및 해설 ································· 184

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