- Calculus
- Differential Eqn.
- Linear Algebra
- Probability and Statistics
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Calculus
1. Talyor Series
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Differential Eqn.
1. 1th Order 2. 2th Order
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Linear Algebra
1. Norm 2. Similarity 3. Feature Space 4. Vector Space (Basis Vector, RANK, Linear Combination, Linearly Independant)
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Probability and Statistics
1. Bayes Theorem
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Todo list
1. Maximum Likelihood Estimation 2. Lagrange Multiplier Method 3. CRF 4. Eigen Vector, Eigen Value 5. Decomposition(QR, Singular Value)
- 참고
- 선형대수학 - 박주희 교수님
- 머신러닝을 위한 선형대수 그리고 확률 통계
- 공돌이의 수학노트
- 최신 공학수학 1 with Sage