고등 인공지능 수학 자습서&평가문제집 겸용(2026) - 2022 개정 교육과정

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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