---
title: "CS 205L: Continuous Math for CS"
type: course-overview
source-count: 9
status: active
confidence: high
---

# CS 205L: Continuous Math for CS

Stanford course with 9 lecture notes.

## Lecture Timeline

- **2024-01-14** — [SU-CS205L JAN142025](../raw/course/cs205l/kbhsu_cs205l_jan142024.md)
- **2025-01-07** — [SU-CS205L JAN072025](../raw/course/cs205l/kbhsu_cs205l_jan072025.md)
- **2025-01-09** — [SU-CS205L JAN092025](../raw/course/cs205l/kbhsu_cs205l_jan092025.md)
- **2025-01-16** — [SU-CS205L JAN162025](../raw/course/cs205l/kbhsu_cs205l_jan162025.md)
- **2025-01-21** — [SU-CS205L JAN212025](../raw/course/cs205l/kbhsu_cs205l_jan212025.md)
- **2025-01-23** — [SU-CS205L JAN232025](../raw/course/cs205l/kbhsu_cs205l_jan232025.md)
- **2025-01-28** — [SU-CS205L JAN282025](../raw/course/cs205l/kbhsu_cs205l_jan282025.md)
- **2025-02-04** — [SU-CS205L FEB042025](../raw/course/cs205l/kbhsu_cs205l_feb042025.md)
- **2025-02-13** — [SU-CS205L FEB132025](../raw/course/cs205l/kbhsu_cs205l_feb132025.md)

## Key Topics Referenced

- [[Data Interpolation]]
- [[Diagonal Matrix]]
- [[Elimination Matrix]]
- [[Gram Schmidt]]
- [[Inner Product]]
- [[Linear Systems]]
- [[Lu Factorization]]
- [[Machine Learning]]
- [[Matricies]]
- [[Nearest Neighbor Method]]
- [[Normal Equation]]
- [[Numerical Stability]]
- [[Overfitting]]
- [[Permutation Matricies]]
- [[Polynomial Interpolation]]
- [[Regularization]]
- [[Robustness]]
- [[Singular Value Decomposition]]
- [[Skinning]]
- [[Sparsity]]
- [[Train Test Split]]
- [[Underfit]]
- [[Upper Triangular Matrix]]
- [[Well Posedness]]

