- Administrator
- 2025-02-13
- 724회
구술면접 키워드 예시
확률통계 & 공학수학
- Two-sample t-test (or Z test)
- Central limit theorem
- Maximum Likelihood Estimation (MLE)
- Poisson Process
- Convex function and Jensen’s inequality
- Definition of basis and dimension in a vector space
- Definition of row and column space
- Cauchy-Schwartz inequality
- Orthogonal projection
프로그래밍 & 인공지능
- Supervised and unsupervised learning
- Overfitting & Underfitting
- Training, validation, test error
- Cross-entropy loss
- Softmax function
- Cross-validation
- Recursive Function (e.g. generation of Fibonacci numbers)
- Sensitivity & specificity (or precision & recall)
- K-means clustering
- Sorting algorithm & Computational Complexity
