- Administrator
- 2025-02-13
- 334
Oral interview keyword example
Probability Statistics & Engineering Mathematics
- 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
Programming & artificial intelligence
- 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
