dldnxks12 / Math

Math

• Calculus
• Differential Eqn.
• Linear Algebra
• Probability and Statistics

---

Study List

• Calculus

    1. Talyor Series
  

---

• Differential Eqn.

    1. 1th Order
    2. 2th Order
  

---

• Linear Algebra

    1. Norm
    2. Similarity
    3. Feature Space 
    4. Vector Space (Basis Vector, RANK, Linear Combination, Linearly Independant)
  

---

• Probability and Statistics

    1. Bayes Theorem
  

---

• Todo list

    1. Maximum Likelihood Estimation        
    2. Lagrange Multiplier Method
    3. CRF 
    4. Eigen Vector, Eigen Value
    5. Decomposition(QR, Singular Value)    
  

• 참고

1. 선형대수학 - 박주희 교수님
2. 머신러닝을 위한 선형대수 그리고 확률 통계
3. 공돌이의 수학노트
4. 최신 공학수학 1 with Sage