CS 205L: Continuous Math for CS

Stanford course with 9 lecture notes.

Lecture Timeline

• 2024-01-14 — SU-CS205L JAN142025
• 2025-01-07 — SU-CS205L JAN072025
• 2025-01-09 — SU-CS205L JAN092025
• 2025-01-16 — SU-CS205L JAN162025
• 2025-01-21 — SU-CS205L JAN212025
• 2025-01-23 — SU-CS205L JAN232025
• 2025-01-28 — SU-CS205L JAN282025
• 2025-02-04 — SU-CS205L FEB042025
• 2025-02-13 — SU-CS205L FEB132025

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