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--- 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]]